Generative AI Cybersecurity Market by Generative AI-based Cybersecurity (SIEM, Risk Assessment, Threat Intelligence), Cybersecurity Software for Generative AI (AI Model Security), Security Type (Data Encryption, Access Control) - Global Forecast to 2031

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USD 35.5 BN
MARKET SIZE, 2031
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CAGR 26.5%
(2025-2031)
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400+
REPORT PAGES
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65+
MARKET TABLES

OVERVIEW

Source: Secondary Research, Interviews with Experts, MarketsandMarkets Analysis

The Generative AI cybersecurity market is undergoing rapid expansion, with estimates projecting a substantial market value surge from approximately USD 8.65 billion in 2025 to USD 35.50 billion by 2031, with a 26.5% CAGR. One of the biggest forces driving the Generative AI cybersecurity market is the rise of task-executing AI agents, which can autonomously perform actions but require strong runtime guardrails, policy checks, and isolation to prevent misuse or unintended harm. The IBM Cost of a Data Breach Report 2025 found that 13% of surveyed global organizations reported breaches of AI models or applications, and 60% of those breaches led to compromised data, while 31% caused operational disruption. Organizations dealing with "shadow AI" unsanctioned AI tools faced an average added cost of USD 670,000 per breach compared to those with low or no shadow AI usage. Simultaneously, sensitive data leakage through prompts, model memory, retrieval-augmented generation (RAG) sources, or generated outputs has become a critical concern, amplifying the need for advanced data loss prevention (DLP) tailored for AI workflows.

Market Size and Forecast:

  • 2024 Market Size: USD 6.68 Billion
  • 2025 Projected Market Size: USD 8.65 Billion
  • 2031 Forecasted Market Size: USD 35.50 Billion
  • Growth Rate (2025-2031): CAGR of 26.5%
  • Data available from 2020 to 2031
  • Forecast period: 2025-2031
  • The generative AI cybersecurity software segment is projected to grow at the fastest CAGR of 26.6%
  • North America generative AI cybersecurity market will hold the largest market share (38.7%) in 2025.

Key Market Trends and Insights

  • key opportunities: zero-trust frameworks for AI validation and AI-driven penetration testing platforms.
  • Driving Growth: rising AI-driven attacks, task-executing AI agents, and AI-assisted Security Operations Centers.
  • Latest Trends: AI-native threat detection, zero-trust validation, and automated penetration testing platforms.
  • Digital Transformation: expands cloud workloads and data pipelines, driving demand for automated AI threat detection.

KEY TAKEAWAYS

  • North America generative AI cybersecurity market will hold the largest market share (38.7%) in 2025.
  • The generative AI-based cybersecurity software offering is going to showcase fastest growth rate of 26.6% during the forecast period.
  • By generative AI cybersecurity software, the risk assessment software is projected to grow at the fastest rate of 30.3% from 2025 to 2031.
  • By cybersecurity software for generative AI, the generative AI application security dominated the market in 2024.
  • By security type, Network security is projected to dominate the market in 2025.
  • Companies such as fortinet, Palo Alto Networks, and CrowdStrike were identified as some of the star players in the generative AI cybersecurity Market, given their strong market share and product footprint.
  • Companies Recorded Future AI, Abnormal Security, and BigID, among others, have distinguished themselves among startups and SMEs by securing strong footholds in specialized niche areas, underscoring their potential as emerging market leaders

TRENDS & DISRUPTIONS IMPACTING CUSTOMERS' CUSTOMERS

The impact on consumers’ business emerges from customer trends or disruptions. Hot belts are the clients of generative AI cybersecurity providers, and target applications are the clients of generative AI cybersecurity providers. Shifts, which are changing trends or disruptions, will impact the revenues of end users. The revenue impact on end users will affect the revenue of hotbeds, which will further affect the revenues of generative AI cybersecurity providers.

Source: Secondary Research, Interviews with Experts, MarketsandMarkets Analysis

MARKET DYNAMICS

Drivers
Impact
Level
  • §Rising frequency and sophistication of AI-driven cyberattacks
  • §Operational efficiency gains through AI-assisted Security Operations Centers (AI-SOC)
RESTRAINTS
Impact
Level
  • §Lack of standardized benchmarks for evaluating AI cybersecurity solutions
  • §Uncertainty around liability in AI-led automated security actions
OPPORTUNITIES
Impact
Level
  • §Adoption of Zero Trust for AI frameworks for validating AI-generated outputs
  • §Development of AI-driven penetration testing and vulnerability assessment platforms
CHALLENGES
Impact
Level
  • §Exploitation of prompt injection and model manipulation techniques to bypass safeguards
  • §Growth of AI-enabled deepfake fraud targeting enterprises and critical infrastructure

Source: Secondary Research, Interviews with Experts, MarketsandMarkets Analysis

Driving Cyber Resilience through AI-Powered SOC Efficiency

AI-assisted Security Operations Centers (AI-SOCs) are becoming crucial in the generative AI cybersecurity market, enabling faster threat detection, investigation, and response. By embedding generative AI into SOC workflows, organizations gain automated triage, dynamic threat modeling, and context-rich analysis that reduce manual workload and improve decision-making. Real-time multi-source telemetry, predictive analytics, and adaptive playbooks enhance analyst productivity while minimizing dwell time. Enterprises adopting AI-first SOCs report measurable gains in resilience, compliance, and efficiency, positioning AI-SOC innovation as a cornerstone of sustainable cybersecurity transformation.

Balancing AI Accuracy with Explainability in Security Decisions

The opacity of large language models in security decision-making remains a major restraint for the generative AI cybersecurity market. While these models excel in anomaly detection, attack prediction, and automated response, their “black-box” logic creates compliance and trust challenges, particularly in regulated sectors, such as banking, healthcare, and government. This lack of explainability makes audits, incident investigations, and governance reporting more difficult, which in turn slows down adoption. Vendors are working on explainable AI frameworks and governance toolkits, but their integration remains in the early stages. Long-term differentiation will hinge on balancing advanced AI performance with transparent, interpretable outputs.

Proactive Defense with GenAI-Powered Penetration Testing

AI-powered penetration testing and vulnerability assessment platforms present a major growth opportunity in the generative AI cybersecurity market. Generative models enable automated discovery of weaknesses, adaptive attack simulations, and prioritization of vulnerabilities by exploitability and business impact, accelerating remediation cycles. By combining NLP and contextual reasoning, these tools translate findings into actionable recommendations for both SOC teams and executives. As attack surfaces expand across cloud, IoT, and APIs, real-time AI-driven testing emerges as a strategic differentiator, strengthening cyber resilience while aligning with compliance and regulatory requirements.

Threat of Prompt Injection Undermining AI Model Integrity

Prompt injection and model manipulation are the rising challenges in the generative AI cybersecurity market, as adversaries exploit LLM prompt processing to bypass safeguards and alter outputs. These attacks can extract sensitive data, manipulate security policies, or generate unauthorized responses. Increasingly sophisticated methods, including context poisoning and hidden triggers, threaten high-stakes sectors such as finance and healthcare. Limited guardrail testing frameworks and weak interpretability tools slow mitigation. While vendors pursue adversarial training and layered filtering, evolving attack vectors demand continuous adaptation, red teaming, and real-time anomaly detection to preserve trust and compliance.

Generative AI Cybersecurity Market: COMMERCIAL USE CASES ACROSS INDUSTRIES

COMPANY USE CASE DESCRIPTION BENEFITS
Zerofox provides actionable intelligence to shore up simply business’s information security. ZeroFox protected 15 Simply Business executives from impersonation, account takeover, physical threats, and doxing ZeroFox escalated more than 150 high-value alerts during our partnership.
Pomelo stays secure amid rapid growth with Snyk. The team has fixed 9,500 issues since adopting Snyk. This total includes 2,150 highs and 200 criticals, with 100 containing mature exploits.
OpenAI uses Okta to safeguard itself. By safeguarding OpenAI’s operations, Okta provided valuable insights that strengthened security protocols, benefiting all clients. This collaborative learning approach greatly improved the overall cybersecurity.
Carnival Corporation charts a safer course with Cyberark. With CyberArk's solutions, Carnival Corporation achieved stronger protection for onboard digital systems, enhanced guest and business trust, and improved resilience against emerging cyber threats.
IBM uses Palo Alto to protects its AI systems. IBM Consulting's expanded cybersecurity services portfolio allowed it to offer more comprehensive solutions to its clients. Over 1,000 security consultants were trained to deploy and manage Palo Alto Networks' products, which enhanced the skill set of IBM's workforce.

Logos and trademarks shown above are the property of their respective owners. Their use here is for informational and illustrative purposes only.

MARKET ECOSYSTEM

The Generative AI Cybersecurity ecosystem reveals how different companies are working to protect systems, data, and applications using the power of generative AI. It brings together three main groups: those creating AI-based cybersecurity tools, those securing AI systems themselves, and those offering AI-powered security services. The ecosystem also maps key players based on different types of security, such as database, network, endpoint, and application security. This gives a clear view of how big tech companies and cybersecurity specialists are combining AI with advanced protection methods to tackle new and evolving cyber threats.

Logos and trademarks shown above are the property of their respective owners. Their use here is for informational and illustrative purposes only.

MARKET SEGMENTS

Source: Secondary Research, Interviews with Experts, MarketsandMarkets Analysis

Generative AI Cybersecurity Market, By Offering

This segmentation highlights the core market components such as software, and supporting services. Offerings include purpose-built cybersecurity software, AI-enhanced threat detection platforms, consulting services, and managed security operations designed to safeguard generative AI systems and data workflows. It provides a clear view of the ecosystem mix that drives adoption and implementation of generative AI cybersecurity.

Generative AI Cybersecurity Market, By Generative AI Cybersecurity Software

This segment covers software designed to directly use generative AI capabilities for defense, including AI-native threat detection, anomaly monitoring, intelligent response systems, and adaptive firewalls. These solutions focus on applying generative AI to strengthen cyber defenses, enabling more accurate risk detection, predictive analysis, and proactive remediation against advanced cyber threats.

Generative AI Cybersecurity Market, By Cybersecurity Software for Generative AI

This segment focuses on software solutions to protect generative AI models, training data, and applications. It includes software that secures data pipelines, prevents prompt injection, mitigates model poisoning, safeguards intellectual property, and enforces compliance in AI-driven environments. This software ensures the responsible and safe use of generative AI technologies across industries.

Generative AI Cybersecurity Market, By Security Type

This segmentation reflects the different categories of security needs, including network security, endpoint security, application security, and data security. Each type addresses specific vulnerabilities exposed by or within generative AI ecosystems, ensuring that organizations can deploy multi-layered defenses aligned with their infrastructure and threat landscape.

Generative AI Cybersecurity Market, By End User

This segment identifies the industries and organizations adopting generative AI cybersecurity, such as BFSI, healthcare, government, telecom, technology providers, media, and manufacturing. Each end user group has unique requirements, from safeguarding sensitive financial or patient data to protecting intellectual property or critical infrastructure, shaping how cybersecurity solutions are designed and deployed.

REGION

Asia Pacific to be fastest-growing region in global Deepfake AI Market during forecast period

The Asia Pacific generative AI cybersecurity market is the fastest-growing globally and is projected to record the highest CAGR during the forecast period. As AI technologies spread quickly, cyber threats are becoming more advanced. Investments in generative AI-powered cybersecurity solutions are rising, driven by the urgent need to secure sensitive data and AI workloads from sophisticated attacks. Close cooperation between governments and private players is strengthening efforts to build robust security frameworks.

Generative AI Cybersecurity Market: COMPANY EVALUATION MATRIX

The generative AI cybersecurity market is evolving rapidly, with Fortinet recognized as a Star due to its strong product footprint and high market share. IBM is recognized as an Emerging Leader, demonstrating notable progress and positioning itself to become a Star shortly, as it expands its capabilities and influence in generative AI-driven cybersecurity.

Source: Secondary Research, Interviews with Experts, MarketsandMarkets Analysis

KEY MARKET PLAYERS

MARKET SCOPE

REPORT METRIC DETAILS
Market Size in 2024 (Value) USD 6.68 Billion
Market Forecast in 2031 (value) USD 35.50 Billion
Growth Rate 26.50%
Years Considered 2020–2031
Base Year 2024
Forecast Period 2025–2031
Units Considered USD Billion
Report Coverage Revenue forecast, company ranking, competitive landscape, growth factors, and trends.
Segments Covered • By Offering • Software • Services • By Generative AI-based Cybersecurity software • Threat Detection & Intelligence Software • Risk Assessment Software • Exposure Management Software • Phishing Simulation & Prevention Software • Remediation Guidance Software • Threat Hunting Platforms • Code Analysis software • By Cybersecurity Solutions for Generative AI Software • Generative AI Training Data Security Software • Generative AI Model Security Software • Generative AI Infrastructure Security Software • Generative AI Application Security Software • By Security Type • Generative AI Training Data Security Software • Generative AI Model Security Software • Generative AI Infrastructure Security Software • Generative AI Application Security Software • By End User • Generative AI-based Cybersecurity End-Users • Cybersecurity for Generative AI End-Users
Regions Covered North America, Asia Pacific, Europe, South America, Middle East & Africa

WHAT IS IN IT FOR YOU: Generative AI Cybersecurity Market REPORT CONTENT GUIDE

RECENT DEVELOPMENTS

  • August 2025 : In August 2025, SentinelOne announced the acquisition of Prompt Security to strengthen its AI-native Singularity Platform. This move enhances real-time visibility and provides advanced security controls for generative AI and agentic AI workloads in enterprises. By integrating Prompt Security’s expertise, SentinelOne aims to deliver more proactive threat detection, intelligent incident response, and improved security posture for AI-driven business environments.
  • July 2025 : In July 2025, Accenture and Microsoft expanded their strategic partnership to jointly invest in generative AI-powered cybersecurity solutions. The collaboration focuses on accelerating Security Operations Center (SOC) modernization, deploying AI-driven threat analysis, and enabling automated security workflows. This initiative is designed to help enterprises detect and mitigate cyber threats faster, while enhancing operational efficiency across complex IT and AI environments.
  • July 2025 : In July 2025, Palo Alto Networks acquired Protect AI to bolster its generative AI cybersecurity capabilities. This acquisition aims to accelerate AI integration into Palo Alto’s Security Operating Platform, strengthening defenses against AI-specific threats. The combined expertise will allow enterprises to more effectively secure AI models, protect training data, and detect malicious activity targeting AI systems.
  • July 2025 : In July 2025, CrowdStrike and NVIDIA collaborated to integrate GPU-optimized AI pipelines with large language models for enhanced cybersecurity. This partnership will enable faster AI-driven threat detection, real-time anomaly recognition, and accelerated response times. Leveraging NVIDIA’s GPU performance and CrowdStrike’s threat intelligence, the solution aims to address the growing scale and complexity of modern cyberattacks.
  • April 2025 : In April 2025, Fortinet expanded its FortiAI capabilities within its Security Fabric platform to include advanced generative AI features. These enhancements are integrated across multiple Fortinet products, enabling improved threat detection, faster incident triage, and secure AI model usage. The upgrade supports organizations in defending against AI-powered attacks, while ensuring operational resilience and regulatory compliance in increasingly AI-centric environments.

 

Table of Contents

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TITLE
PAGE NO
1
INTRODUCTION
 
 
 
 
 
52
2
RESEARCH METHODOLOGY
 
 
 
 
 
58
3
EXECUTIVE SUMMARY
 
 
 
 
 
70
4
PREMIUM INSIGHTS
 
 
 
 
 
76
5
MARKET OVERVIEW AND INDUSTRY TRENDS
AI-driven cybersecurity transforms threat detection, response, and operational efficiency amidst rising cyberattack sophistication.
 
 
 
 
 
79
 
5.1
INTRODUCTION
 
 
 
 
 
 
5.2
MARKET DYNAMICS
 
 
 
 
 
 
 
5.2.1
DRIVERS
 
 
 
 
 
 
 
5.2.1.1
RISING FREQUENCY AND SOPHISTICATION OF AI-DRIVEN CYBERATTACKS
 
 
 
 
 
 
5.2.1.2
OPERATIONAL EFFICIENCY GAINS THROUGH AI-ASSISTED SECURITY OPERATIONS CENTERS (AI-SOC), REDUCING ALERT FATIGUE AND RESPONSE TIMES
 
 
 
 
 
 
5.2.1.3
ESCALATING ZERO-DAY VULNERABILITIES, NECESSITATING RAPID AI-ENABLED DETECTION AND REMEDIATION
 
 
 
 
 
 
5.2.1.4
GROWING DEMAND FOR AI-POWERED BEHAVIORAL ANOMALY DETECTION TO COMBAT INSIDER THREATS
 
 
 
 
 
5.2.2
RESTRAINTS
 
 
 
 
 
 
 
5.2.2.1
LACK OF STANDARDIZED BENCHMARKS FOR EVALUATION OF AI CYBERSECURITY SOLUTIONS
 
 
 
 
 
 
5.2.2.2
UNCERTAINTY AROUND LIABILITY IN AI-LED AUTOMATED SECURITY ACTIONS
 
 
 
 
 
5.2.3
OPPORTUNITIES
 
 
 
 
 
 
 
5.2.3.1
ADOPTION OF ZERO TRUST FOR AI FRAMEWORKS TO VALIDATE AI-GENERATED OUTPUTS
 
 
 
 
 
 
5.2.3.2
LEVERAGING AI FOR REAL-TIME DETECTION OF ADVERSARIAL AI ATTACKS ON CRITICAL INFRASTRUCTURE
 
 
 
 
 
 
5.2.3.3
DEVELOPMENT OF AI-DRIVEN PENETRATION TESTING AND VULNERABILITY ASSESSMENT PLATFORMS
 
 
 
 
 
5.2.4
CHALLENGES
 
 
 
 
 
 
 
5.2.4.1
EXPLOITATION OF PROMPT INJECTION AND MODEL MANIPULATION TECHNIQUES TO BYPASS SAFEGUARDS
 
 
 
 
 
 
5.2.4.2
PROLIFERATION OF AI-ENABLED DEEPFAKE FRAUD TARGETING ENTERPRISES AND CRITICAL INFRASTRUCTURE
 
 
 
 
5.3
EVOLUTION OF GENERATIVE AI CYBERSECURITY
 
 
 
 
 
 
5.4
SUPPLY CHAIN ANALYSIS
 
 
 
 
 
 
 
5.5
ECOSYSTEM ANALYSIS
 
 
 
 
 
 
 
 
5.5.1
GENERATIVE AI-BASED CYBERSECURITY PROVIDERS
 
 
 
 
 
 
5.5.2
CYBERSECURITY PROVIDERS FOR GENERATIVE AI
 
 
 
 
 
 
5.5.3
GENERATIVE AI CYBERSECURITY SERVICE PROVIDERS
 
 
 
 
 
 
5.5.4
SECURITY TYPES
 
 
 
 
 
5.6
INVESTMENT AND FUNDING SCENARIO
 
 
 
 
 
 
5.7
CASE STUDY ANALYSIS
 
 
 
 
 
 
 
5.7.1
ZEROFOX PROVIDES ACTIONABLE INTELLIGENCE TO SHORE UP SIMPLY BUSINESS’S INFORMATION SECURITY
 
 
 
 
 
 
5.7.2
POMELO STAYS SECURE AMIDST RAPID GROWTH WITH SNYK
 
 
 
 
 
 
5.7.3
EVOCABANK HELPS NOKIA PROTECT MILLIONS OF FOLLOWERS
 
 
 
 
 
 
5.7.4
CARNIVAL CORPORATION CHARTS A SAFER COURSE WITH CYBERARK
 
 
 
 
 
 
5.7.5
IBM USES PALO ALTO TO PROTECTS ITS AI SYSTEMS
 
 
 
 
 
 
5.7.6
OPENAI USES OKTA TO SAFEGUARD ITSELF
 
 
 
 
 
5.8
TECHNOLOGY ANALYSIS
 
 
 
 
 
 
 
5.8.1
KEY TECHNOLOGIES
 
 
 
 
 
 
 
5.8.1.1
ADVERSARIAL MACHINE LEARNING
 
 
 
 
 
 
5.8.1.2
FEDERATED LEARNING SECURITY
 
 
 
 
 
 
5.8.1.3
DIFFERENTIAL PRIVACY
 
 
 
 
 
 
5.8.1.4
HOMOMORPHIC ENCRYPTION
 
 
 
 
 
 
5.8.1.5
SECURE MULTI-PARTY COMPUTATION
 
 
 
 
 
5.8.2
COMPLEMENTARY TECHNOLOGIES
 
 
 
 
 
 
 
5.8.2.1
BLOCKCHAIN
 
 
 
 
 
 
5.8.2.2
ZERO TRUST ARCHITECTURE
 
 
 
 
 
 
5.8.2.3
ENDPOINT DETECTION & RESPONSE
 
 
 
 
 
 
5.8.2.4
VULNERABILITY MANAGEMENT
 
 
 
 
 
5.8.3
ADJACENT TECHNOLOGIES
 
 
 
 
 
 
 
5.8.3.1
QUANTUM COMPUTING
 
 
 
 
 
 
5.8.3.2
DEVSECOPS
 
 
 
 
 
 
5.8.3.3
FORENSICS & INCIDENT RESPONSE
 
 
 
 
 
 
5.8.3.4
BIG DATA ANALYTICS
 
 
 
 
5.9
REGULATORY LANDSCAPE
 
 
 
 
 
 
 
5.9.1
REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
 
 
 
 
 
 
5.9.2
KEY REGULATIONS
 
 
 
 
 
 
 
5.9.2.1
NORTH AMERICA
 
 
 
 
 
 
 
 
5.9.2.1.1
EXECUTIVE ORDER ON AI (US)
 
 
 
 
 
 
5.9.2.1.2
NIST AI RISK MANAGEMENT FRAMEWORK (UNDER THE NDAA)
 
 
 
 
 
 
5.9.2.1.3
NATIONAL AI RISK MANAGEMENT FRAMEWORK
 
 
 
 
 
 
5.9.2.1.4
ARTIFICIAL INTELLIGENCE AND DATA ACT (AIDA)
 
 
 
 
 
 
5.9.2.1.5
KIDS ONLINE SAFETY ACT (KOSA)
 
 
 
 
 
 
5.9.2.1.6
CANADIAN CENTRE FOR CYBER SECURITY
 
 
 
 
 
 
5.9.2.1.7
PRIVACY GUIDELINES
 
 
 
 
5.9.2.2
EUROPE
 
 
 
 
 
 
 
 
5.9.2.2.1
REGULATION (EU) 2024/1689 — ARTIFICIAL INTELLIGENCE ACT (AI ACT)
 
 
 
 
 
 
5.9.2.2.2
DIRECTIVE (EU) 2022/2555 — NIS 2 DIRECTIVE
 
 
 
 
 
 
5.9.2.2.3
REGULATION (EU) 2024/2847 — CYBER RESILIENCE ACT (CRA)
 
 
 
 
 
 
5.9.2.2.4
REGULATION (EU) 2024/903 — CYBER SOLIDARITY ACT (CSA)
 
 
 
 
5.9.2.3
ASIA PACIFIC
 
 
 
 
 
 
 
 
5.9.2.3.1
MODEL AI GOVERNANCE FRAMEWORK (SINGAPORE)
 
 
 
 
 
 
5.9.2.3.2
AI GUIDELINES FOR BUSINESS VERSION 1.0 (JAPAN)
 
 
 
 
 
 
5.9.2.3.3
BASIC LAW FOR PROMOTING RESPONSIBLE AI (JAPAN, PROPOSED)
 
 
 
 
 
 
5.9.2.3.4
ACT ON PROMOTION OF THE AI INDUSTRY AND FRAMEWORK FOR ESTABLISHING TRUSTWORTHY AI (SOUTH KOREA)
 
 
 
 
5.9.2.4
MIDDLE EAST & AFRICA
 
 
 
 
 
 
 
 
5.9.2.4.1
UAE STRATEGY FOR ARTIFICIAL INTELLIGENCE 2031
 
 
 
 
 
 
5.9.2.4.2
NATIONAL AI PROGRAMME
 
 
 
 
 
 
5.9.2.4.3
AFRICAN UNION CONVENTION ON CYBER SECURITY AND PERSONAL DATA PROTECTION (MALABO CONVENTION)
 
 
 
 
 
 
5.9.2.4.4
NATIONAL STRATEGY FOR DATA AND AI (NSDAI)
 
 
 
 
 
 
5.9.2.4.5
SAUDI DATA AND ARTIFICIAL INTELLIGENCE AUTHORITY (SDAIA)
 
 
 
 
5.9.2.5
LATIN AMERICA
 
 
 
 
 
 
 
 
5.9.2.5.1
BILL NO. 2,338/2023 — PROPOSED LAW ON ARTIFICIAL INTELLIGENCE (BRAZIL)
 
 
 
 
 
 
5.9.2.5.2
NATIONAL ARTIFICIAL INTELLIGENCE STRATEGY (EBIA) (BRAZIL)
 
 
 
 
 
 
5.9.2.5.3
NATIONAL POLICY ON EXPLOITATION OF DATA (BIG DATA) (COLOMBIA)
 
 
 
 
 
 
5.9.2.5.4
AI REGULATION BILL (COLOMBIA)
 
 
5.10
PATENT ANALYSIS
 
 
 
 
 
 
 
 
5.10.1
METHODOLOGY
 
 
 
 
 
 
5.10.2
PATENTS FILED, BY DOCUMENT TYPE
 
 
 
 
 
 
5.10.3
INNOVATION AND PATENT APPLICATIONS
 
 
 
 
 
5.11
PRICING ANALYSIS
 
 
 
 
 
 
 
 
5.11.1
AVERAGE SELLING PRICE OF KEY PLAYERS, BY OFFERING, 2025
 
 
 
 
 
 
5.11.2
AVERAGE SELLING PRICE, BY SECURITY TYPE, 2025
 
 
 
 
 
5.12
KEY CONFERENCES AND EVENTS (2025–2026)
 
 
 
 
 
 
5.13
PORTER’S FIVE FORCES ANALYSIS
 
 
 
 
 
 
 
5.13.1
THREAT OF NEW ENTRANTS
 
 
 
 
 
 
5.13.2
THREAT OF SUBSTITUTES
 
 
 
 
 
 
5.13.3
BARGAINING POWER OF SUPPLIERS
 
 
 
 
 
 
5.13.4
BARGAINING POWER OF BUYERS
 
 
 
 
 
 
5.13.5
INTENSITY OF COMPETITION RIVALRY
 
 
 
 
 
5.14
KEY STAKEHOLDERS & BUYING CRITERIA
 
 
 
 
 
 
 
 
5.14.1
KEY STAKEHOLDERS IN BUYING PROCESS
 
 
 
 
 
 
5.14.2
BUYING CRITERIA
 
 
 
 
 
5.15
TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
 
 
 
 
 
 
 
5.15.1
TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
 
 
 
 
6
GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING
Market Size & Growth Rate Forecast Analysis to 2031 in USD Million | 26 Data Tables
 
 
 
 
 
118
 
6.1
INTRODUCTION
 
 
 
 
 
 
 
6.1.1
OFFERING: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
 
 
 
 
 
6.2
SOFTWARE, BY TYPE
 
 
 
 
 
 
 
6.2.1
STRENGTHENING OF GENERATIVE AI SECURITY WITH PURPOSE-BUILT SOFTWARE
 
 
 
 
 
 
6.2.2
GENERATIVE AI-BASED CYBERSECURITY SOFTWARE
 
 
 
 
 
 
6.2.3
CYBERSECURITY SOFTWARE FOR GENERATIVE AI
 
 
 
 
 
6.3
SOFTWARE, BY DEPLOYMENT MODE
 
 
 
 
 
 
 
6.3.1
OPTIMIZING CYBER DEFENSE WITH FLEXIBLE DEPLOYMENT MODES
 
 
 
 
 
 
6.3.2
CLOUD
 
 
 
 
 
 
6.3.3
ON-PREMISES
 
 
 
 
 
6.4
SERVICES
 
 
 
 
 
 
 
6.4.1
RESILIENT GENERATIVE AI CYBERSECURITY ENABLED THROUGH COMPREHENSIVE SERVICES
 
 
 
 
 
 
6.4.2
PROFESSIONAL SERVICES
 
 
 
 
 
 
 
6.4.2.1
TRAINING & CONSULTING
 
 
 
 
 
 
6.4.2.2
SYSTEM INTEGRATION & IMPLEMENTATION
 
 
 
 
 
 
6.4.2.3
SUPPORT & MAINTENANCE
 
 
 
 
 
6.4.3
MANAGED SERVICES
 
 
 
 
7
CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE
Market Size & Growth Rate Forecast Analysis to 2031 in USD Million | 10 Data Tables
 
 
 
 
 
133
 
7.1
INTRODUCTION
 
 
 
 
 
 
 
7.1.1
CYBERSECURITY SOFTWARE FOR GENERATIVE AI: MARKET DRIVERS
 
 
 
 
 
7.2
GENERATIVE AI TRAINING DATA SECURITY SOFTWARE
 
 
 
 
 
 
 
7.2.1
ENSURING RELIABILITY AND COMPLIANCE WITH TRAINING DATA SECURITY
 
 
 
 
 
 
7.2.2
DATA INTEGRITY VERIFICATION
 
 
 
 
 
 
7.2.3
SECURE DATA AUGMENTATION
 
 
 
 
 
 
7.2.4
AUTOMATED DATA CLEANING
 
 
 
 
 
 
7.2.5
DATA QUALITY MONITORING
 
 
 
 
 
 
7.2.6
DATA ANONYMIZATION
 
 
 
 
 
7.3
GENERATIVE AI MODEL SECURITY SOFTWARE
 
 
 
 
 
 
 
7.3.1
SHIELDING GENERATIVE AI MODELS AGAINST EVOLVING THREATS
 
 
 
 
 
 
7.3.2
MODEL INTEGRITY
 
 
 
 
 
 
7.3.3
ADVERSARIAL TRAINING & TESTING
 
 
 
 
 
 
7.3.4
SECURE MODEL TRAINING ENVIRONMENTS
 
 
 
 
 
 
7.3.5
MODEL DRIFT & BIAS DETECTION
 
 
 
 
 
 
7.3.6
ROBUSTNESS TESTING
 
 
 
 
 
7.4
GENERATIVE AI INFRASTRUCTURE SECURITY SOFTWARE
 
 
 
 
 
 
 
7.4.1
ENSURING RESILIENT FOUNDATIONS FOR LARGE-SCALE GENERATIVE AI OPERATIONS
 
 
 
 
 
 
7.4.2
CONTINUOUS MONITORING
 
 
 
 
 
 
7.4.3
AUTOMATED SECURITY PATCHING
 
 
 
 
 
 
7.4.4
SECURE API MANAGEMENT
 
 
 
 
 
 
7.4.5
REAL-TIME THREAT DETECTION
 
 
 
 
 
 
7.4.6
SECURITY AUDITS
 
 
 
 
 
7.5
GENERATIVE AI APPLICATION SECURITY SOFTWARE
 
 
 
 
 
 
 
7.5.1
DEFENDING GENERATIVE AI APPLICATIONS FROM ATTACK VECTORS
 
 
 
 
 
 
7.5.2
PROMPT INJECTION SECURITY
 
 
 
 
 
 
7.5.3
DATA LEAKAGE PREVENTION
 
 
 
 
 
 
7.5.4
USER AUTHENTICATION & ACCESS CONTROL
 
 
 
 
 
 
7.5.5
MONITORING & ANOMALY DETECTION
 
 
 
 
 
 
7.5.6
ETHICAL AI GOVERNANCE
 
 
 
 
8
GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE
Market Size & Growth Rate Forecast Analysis to 2031 in USD Million | 16 Data Tables
 
 
 
 
 
148
 
8.1
INTRODUCTION
 
 
 
 
 
 
 
8.1.1
GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET DRIVERS
 
 
 
 
 
8.2
THREAT DETECTION & INTELLIGENCE SOFTWARE
 
 
 
 
 
 
 
8.2.1
OFFERS ENHANCED CYBERSECURITY PRECISION AND SPEED
 
 
 
 
 
 
8.2.2
AUTOMATED THREAT ANALYSIS
 
 
 
 
 
 
8.2.3
SECURITY INFORMATION & EVENT MANAGEMENT
 
 
 
 
 
 
8.2.4
AI-NATIVE SECURITY ANALYSIS
 
 
 
 
 
 
8.2.5
THREAT CORRELATION
 
 
 
 
 
 
8.2.6
THREAT INTELLIGENCE
 
 
 
 
 
8.3
RISK ASSESSMENT SOFTWARE
 
 
 
 
 
 
 
8.3.1
PREDICTIVE RISK ASSESSMENT STRENGTHENS GENERATIVE AI CYBERSECURITY POSTURE
 
 
 
 
 
 
8.3.2
AUTOMATED RISK INSIGHTS
 
 
 
 
 
 
8.3.3
IMPACT ANALYSIS
 
 
 
 
 
 
8.3.4
RISK INTELLIGENCE
 
 
 
 
 
 
8.3.5
COMPLIANCE AUTOMATION
 
 
 
 
 
 
8.3.6
OTHER RISK ASSESSMENT SOFTWARE
 
 
 
 
 
8.4
EXPOSURE MANAGEMENT SOFTWARE
 
 
 
 
 
 
 
8.4.1
OFFERS AI-POWERED VULNERABILITY OVERSIGHT FOR STRONGER CYBERSECURITY
 
 
 
 
 
 
8.4.2
VULNERABILITY ANALYSIS
 
 
 
 
 
 
8.4.3
EXPOSURE PRIORITIZATION
 
 
 
 
 
 
8.4.4
AUTOMATED EXPOSURE DETECTION
 
 
 
 
 
 
8.4.5
INCIDENT RESPONSE
 
 
 
 
 
 
8.4.6
OTHER EXPOSURE MANAGEMENT SOFTWARE
 
 
 
 
 
8.5
PHISHING SIMULATION & PREVENTION SOFTWARE
 
 
 
 
 
 
 
8.5.1
SIMULATES REALISTIC PHISHING SCENARIOS WITH GENERATIVE AI
 
 
 
 
 
 
8.5.2
PHISHING SIMULATION CAMPAIGNS
 
 
 
 
 
 
8.5.3
PHISHING ATTACK ANALYSIS
 
 
 
 
 
 
8.5.4
DEEPFAKE DETECTION
 
 
 
 
 
 
8.5.5
FRAUD PREVENTION
 
 
 
 
 
 
8.5.6
SOCIAL ENGINEERING DETECTION
 
 
 
 
 
8.6
REMEDIATION GUIDANCE SOFTWARE
 
 
 
 
 
 
 
8.6.1
ENABLES QUICK AND INFORMED RESPONSE WITH GENERATIVE AI REMEDIATION GUIDANCE
 
 
 
 
 
 
8.6.2
AUTOMATED REMEDIATION
 
 
 
 
 
 
8.6.3
INTERACTIVE REMEDIATION SUPPORT
 
 
 
 
 
 
8.6.4
PROACTIVE THREAT MANAGEMENT
 
 
 
 
 
 
8.6.5
COMPLIANCE REMEDIATION
 
 
 
 
 
 
8.6.6
OTHER REMEDIATION GUIDANCE SOFTWARE
 
 
 
 
 
8.7
THREAT HUNTING PLATFORMS
 
 
 
 
 
 
 
8.7.1
CYBER DEFENSE ENHANCED BY PREDICTING AND NEUTRALIZING STEALTH ATTACKS
 
 
 
 
 
 
8.7.2
REAL-TIME THREAT ANALYSIS
 
 
 
 
 
 
8.7.3
NATURAL LANGUAGE QUERY INTERFACE
 
 
 
 
 
 
8.7.4
BEHAVIOR ANALYSIS
 
 
 
 
 
 
8.7.5
RESPONSE AUTOMATION
 
 
 
 
 
 
8.7.6
OTHER THREAT HUNTING PLATFORMS
 
 
 
 
 
8.8
CODE ANALYSIS SOFTWARE
 
 
 
 
 
 
 
8.8.1
SECURES DEVELOPMENT PIPELINES WITH GENERATIVE AI PRECISION
 
 
 
 
 
 
8.8.2
CODE SNIPPET ANALYSIS
 
 
 
 
 
 
8.8.3
SOURCE CODE PROTECTION
 
 
 
 
 
 
8.8.4
VULNERABILITY DETECTION
 
 
 
 
 
 
8.8.5
AUTOMATED CODE REVIEW
 
 
 
 
 
 
8.8.6
COMPLIANCE CHECKS
 
 
 
 
9
GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE
Market Size & Growth Rate Forecast Analysis to 2031 in USD Million | 50 Data Tables
 
 
 
 
 
171
 
9.1
INTRODUCTION
 
 
 
 
 
 
 
9.1.1
SECURITY TYPE: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
 
 
 
 
 
9.2
DATABASE SECURITY
 
 
 
 
 
 
 
9.2.1
SECURES GENERATIVE AI PIPELINES WITH ADVANCED DATABASE PROTECTION
 
 
 
 
 
 
9.2.2
DATA LOSS PREVENTION
 
 
 
 
 
 
9.2.3
DATA USAGE MONITORING
 
 
 
 
 
 
9.2.4
DATA COMPLIANCE & GOVERNANCE
 
 
 
 
 
 
9.2.5
DATA ENCRYPTION
 
 
 
 
 
 
9.2.6
DATA MASKING & TOKENIZATION
 
 
 
 
 
 
9.2.7
ACCESS CONTROL
 
 
 
 
 
9.3
NETWORK SECURITY
 
 
 
 
 
 
 
9.3.1
OPTIMIZING SECURE CONNECTIVITY FOR GENERATIVE AI WORKLOADS
 
 
 
 
 
 
9.3.2
NETWORK TRAFFIC ANALYSIS
 
 
 
 
 
 
9.3.3
SECURE ACCESS SERVICE EDGE
 
 
 
 
 
 
9.3.4
ZERO TRUST NETWORK ACCESS
 
 
 
 
 
 
9.3.5
FIREWALLS
 
 
 
 
 
 
9.3.6
INTRUSION DETECTION/PREVENTION SYSTEMS
 
 
 
 
 
 
9.3.7
VPNS & SECURE TUNNELING
 
 
 
 
 
9.4
ENDPOINT SECURITY
 
 
 
 
 
 
 
9.4.1
OPTIMIZING THREAT DETECTION AND RESPONSE ACROSS GENERATIVE AI ENDPOINTS
 
 
 
 
 
 
9.4.2
ENDPOINT DETECTION & RESPONSE
 
 
 
 
 
 
9.4.3
ENDPOINT PROTECTION PLATFORMS
 
 
 
 
 
9.5
APPLICATION SECURITY
 
 
 
 
 
 
 
9.5.1
SECURING GENERATIVE AI WORKFLOWS WITH END-TO-END APPLICATION PROTECTION
 
 
 
 
 
 
9.5.2
STATIC APPLICATION SECURITY TESTING
 
 
 
 
 
 
9.5.3
DYNAMIC APPLICATION SECURITY TESTING
 
 
 
 
 
 
9.5.4
LLM SECURITY
 
 
 
 
 
 
9.5.5
RUNTIME PROTECTION
 
 
 
 
 
 
9.5.6
INCIDENT RESPONSE & RECOVERY
 
 
 
 
 
 
9.5.7
GOVERNANCE, RISK, AND COMPLIANCE
 
 
 
 
10
GENERATIVE AI CYBERSECURITY MARKET, BY END USER
Market Size & Growth Rate Forecast Analysis to 2031 in USD Million | 50 Data Tables
 
 
 
 
 
198
 
10.1
INTRODUCTION
 
 
 
 
 
 
 
10.1.1
END USERS: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
 
 
 
 
 
10.2
END USERS: GENERATIVE AI-BASED CYBERSECURITY
 
 
 
 
 
 
 
10.2.1
DRIVING ADVANCED THREAT MITIGATION WITH GENERATIVE AI
 
 
 
 
 
 
10.2.2
GOVERNMENT & DEFENSE
 
 
 
 
 
 
10.2.3
BFSI
 
 
 
 
 
 
10.2.4
SOFTWARE & TECHNOLOGY
 
 
 
 
 
 
10.2.5
HEALTHCARE & LIFE SCIENCES
 
 
 
 
 
 
10.2.6
RETAIL & ECOMMERCE
 
 
 
 
 
 
10.2.7
MANUFACTURING
 
 
 
 
 
 
10.2.8
ENERGY & UTILITIES
 
 
 
 
 
 
10.2.9
TELECOMMUNICATIONS
 
 
 
 
 
 
10.2.10
AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS
 
 
 
 
 
 
10.2.11
MEDIA & ENTERTAINMENT
 
 
 
 
 
 
10.2.12
OTHER VERTICALS
 
 
 
 
 
10.3
END USERS: CYBERSECURITY FOR GENERATIVE AI
 
 
 
 
 
 
 
10.3.1
PROTECTING GENERATIVE AI SERVICES TO SAFEGUARD END USERS
 
 
 
 
 
 
10.3.2
GOVERNMENT & DEFENSE
 
 
 
 
 
 
10.3.3
BFSI
 
 
 
 
 
 
10.3.4
SOFTWARE & TECHNOLOGY
 
 
 
 
 
 
10.3.5
HEALTHCARE & LIFE SCIENCES
 
 
 
 
 
 
10.3.6
RETAIL & ECOMMERCE
 
 
 
 
 
 
10.3.7
MANUFACTURING
 
 
 
 
 
 
10.3.8
ENERGY & UTILITIES
 
 
 
 
 
 
10.3.9
TELECOMMUNICATIONS
 
 
 
 
 
 
10.3.10
AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS
 
 
 
 
 
 
10.3.11
MEDIA & ENTERTAINMENT
 
 
 
 
 
 
10.3.12
OTHER VERTICALS
 
 
 
 
11
GENERATIVE AI CYBERSECURITY MARKET, BY REGION
Comprehensive coverage of 7 Regions with country-level deep-dive of 12 Countries | 496 Data Tables.
 
 
 
 
 
226
 
11.1
INTRODUCTION
 
 
 
 
 
 
11.2
NORTH AMERICA
 
 
 
 
 
 
 
11.2.1
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
 
 
 
 
 
 
11.2.2
NORTH AMERICA: MACROECONOMIC OUTLOOK
 
 
 
 
 
 
11.2.3
US
 
 
 
 
 
 
 
11.2.3.1
MARKET DRIVEN BY ROBUST TECHNOLOGICAL INFRASTRUCTURE AND CULTURE OF INNOVATION
 
 
 
 
 
11.2.4
CANADA
 
 
 
 
 
 
 
11.2.4.1
RECENT ADVANCEMENTS AND PRESENCE OF LEADING COMPANIES TO DRIVE MARKET
 
 
 
 
11.3
EUROPE
 
 
 
 
 
 
 
11.3.1
EUROPE: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
 
 
 
 
 
 
11.3.2
EUROPE: MACROECONOMIC OUTLOOK
 
 
 
 
 
 
11.3.3
UK
 
 
 
 
 
 
 
11.3.3.1
COMMITMENT TO LEVERAGING AI TO TACKLE EVOLVING CYBER THREATS TO FUEL GROWTH
 
 
 
 
 
11.3.4
GERMANY
 
 
 
 
 
 
 
11.3.4.1
ACTIVE GOVERNMENT PROMOTION OF AI RESEARCH TO BOOST MARKET
 
 
 
 
 
11.3.5
FRANCE
 
 
 
 
 
 
 
11.3.5.1
EMPHASIS ON R&D TO DRIVE MARKET
 
 
 
 
 
11.3.6
REST OF EUROPE
 
 
 
 
 
11.4
ASIA PACIFIC
 
 
 
 
 
 
 
11.4.1
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
 
 
 
 
 
 
11.4.2
ASIA PACIFIC: MACROECONOMIC OUTLOOK
 
 
 
 
 
 
11.4.3
CHINA
 
 
 
 
 
 
 
11.4.3.1
AI-DRIVEN CYBERSECURITY SOLUTIONS THAT OFFER ROBUST DEFENSE AGAINST DIGITAL THREATS – KEY MARKET DRIVER
 
 
 
 
 
11.4.4
INDIA
 
 
 
 
 
 
 
11.4.4.1
MARKET TRAJECTORY CHARACTERIZED BY SIGNIFICANT INVESTMENT IN RESEARCH AND DEVELOPMENT
 
 
 
 
 
11.4.5
JAPAN
 
 
 
 
 
 
 
11.4.5.1
INTERNATIONAL REGULATORY FRAMEWORK AND PROMOTION OF SAFE AND TRUSTWORTHY AI USAGE – KEY DRIVERS
 
 
 
 
 
11.4.6
REST OF ASIA PACIFIC
 
 
 
 
 
11.5
MIDDLE EAST & AFRICA
 
 
 
 
 
 
 
11.5.1
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
 
 
 
 
 
 
11.5.2
MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK
 
 
 
 
 
 
11.5.3
SAUDI ARABIA
 
 
 
 
 
 
 
11.5.3.1
EVOLVING TO SUPPORT GROWTH OF GENERATIVE AI AND CYBERSECURITY
 
 
 
 
 
11.5.4
UAE
 
 
 
 
 
 
 
11.5.4.1
FOCUS ON ESTABLISHMENT OF CUTTING-EDGE AI AND CYBERSECURITY INFRASTRUCTURE
 
 
 
 
 
11.5.5
REST OF MIDDLE EAST
 
 
 
 
 
 
11.5.6
AFRICA
 
 
 
 
 
 
 
11.5.6.1
DEVELOPMENT OF NEW AI MODELS AND TECHNOLOGIES TAILORED TO UNIQUE CYBERSECURITY CHALLENGES TO DRIVE MARKET
 
 
 
 
11.6
LATIN AMERICA
 
 
 
 
 
 
 
11.6.1
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
 
 
 
 
 
 
11.6.2
LATIN AMERICA: MACROECONOMIC OUTLOOK
 
 
 
 
 
 
11.6.3
BRAZIL
 
 
 
 
 
 
 
11.6.3.1
COMPANIES CONTINUE TO INVEST IN GENERATIVE AI SOLUTIONS AND PUSH BOUNDARIES OF INNOVATION
 
 
 
 
 
11.6.4
MEXICO
 
 
 
 
 
 
 
11.6.4.1
GOVERNMENT PROACTIVELY ADDRESSING DATA PRIVACY AND SECURITY CONCERNS
 
 
 
 
 
11.6.5
REST OF LATIN AMERICA
 
 
 
 
12
COMPETITIVE LANDSCAPE
Uncover market leaders and emerging trends in generative AI-based cybersecurity solutions.
 
 
 
 
 
410
 
12.1
OVERVIEW
 
 
 
 
 
 
12.2
KEY PLAYER STRATEGIES
 
 
 
 
 
 
12.3
REVENUE ANALYSIS
 
 
 
 
 
 
 
12.4
MARKET SHARE ANALYSIS
 
 
 
 
 
 
 
 
12.4.1
MARKET RANKING ANALYSIS
 
 
 
 
 
12.5
PRODUCT COMPARATIVE ANALYSIS
 
 
 
 
 
 
 
12.5.1
PRODUCT COMPARATIVE ANALYSIS: GENERATIVE AI-BASED CYBERSECURITY
 
 
 
 
 
 
 
12.5.1.1
PURPLE AI (SENTINELONE)
 
 
 
 
 
 
12.5.1.2
PREVENT (DARKTRACE)
 
 
 
 
 
 
12.5.1.3
ZDX COPILOT (ZSCALER)
 
 
 
 
 
 
12.5.1.4
FORTIAI (FORTINET)
 
 
 
 
 
 
12.5.1.5
PRECISION AI (PALO ALTO)
 
 
 
 
 
12.5.2
PRODUCT COMPARATIVE ANALYSIS: CYBERSECURITY FOR GENERATIVE AI
 
 
 
 
 
 
 
12.5.2.1
QRADAR (IBM)
 
 
 
 
 
 
12.5.2.2
AI RUNTIME SECURITY (PALO ALTO)
 
 
 
 
 
 
12.5.2.3
NITRO ENCLAVES (AWS)
 
 
 
 
 
 
12.5.2.4
ZERO TRUST EXCHANGE (ZSCALER)
 
 
 
 
 
 
12.5.2.5
NEMO LLM GUARDRAILS (NVIDIA)
 
 
 
 
12.6
COMPANY VALUATION AND FINANCIAL METRICS
 
 
 
 
 
 
12.7
COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024
 
 
 
 
 
 
 
 
12.7.1
KEY PLAYERS OFFERING GENERATIVE AI-BASED CYBERSECURITY
 
 
 
 
 
 
12.7.2
STARS
 
 
 
 
 
 
12.7.3
EMERGING LEADERS
 
 
 
 
 
 
12.7.4
PERVASIVE PLAYERS
 
 
 
 
 
 
12.7.5
PARTICIPANTS
 
 
 
 
 
 
12.7.6
COMPANY FOOTPRINT: KEY PLAYERS, 2024
 
 
 
 
 
 
 
12.7.6.1
COMPANY FOOTPRINT
 
 
 
 
 
 
12.7.6.2
REGION FOOTPRINT
 
 
 
 
 
 
12.7.6.3
OFFERING FOOTPRINT
 
 
 
 
 
 
12.7.6.4
SECURITY TYPE FOOTPRINT
 
 
 
 
 
 
12.7.6.5
END USER FOOTPRINT
 
 
 
 
 
12.7.7
KEY PLAYERS OFFERING CYBERSECURITY SOLUTIONS FOR GENERATIVE AI
 
 
 
 
 
 
12.7.8
STARS
 
 
 
 
 
 
12.7.9
EMERGING LEADERS
 
 
 
 
 
 
12.7.10
PERVASIVE PLAYERS
 
 
 
 
 
 
12.7.11
PARTICIPANTS
 
 
 
 
 
 
12.7.12
COMPANY FOOTPRINT: KEY PLAYERS, 2024
 
 
 
 
 
 
 
12.7.12.1
COMPANY FOOTPRINT
 
 
 
 
 
 
12.7.12.2
REGIONAL FOOTPRINT
 
 
 
 
 
 
12.7.12.3
OFFERING FOOTPRINT
 
 
 
 
 
 
12.7.12.4
SECURITY TYPE FOOTPRINT
 
 
 
 
 
 
12.7.12.5
END USER FOOTPRINT
 
 
 
 
12.8
COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024
 
 
 
 
 
 
 
 
12.8.1
STARTUPS/SMES OFFERING GENERATIVE AI-BASED CYBERSECURITY
 
 
 
 
 
 
 
12.8.1.1
PROGRESSIVE COMPANIES
 
 
 
 
 
 
12.8.1.2
RESPONSIVE COMPANIES
 
 
 
 
 
 
12.8.1.3
DYNAMIC COMPANIES
 
 
 
 
 
 
12.8.1.4
STARTING BLOCKS
 
 
 
 
 
12.8.2
COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024
 
 
 
 
 
 
 
12.8.2.1
DETAILED LIST OF KEY STARTUPS/SMES
 
 
 
 
 
 
12.8.2.2
COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
 
 
 
 
 
12.8.3
STARTUPS/SMES OFFERING CYBERSECURITY SOLUTIONS FOR GENERATIVE AI
 
 
 
 
 
 
 
12.8.3.1
PROGRESSIVE COMPANIES
 
 
 
 
 
 
12.8.3.2
RESPONSIVE COMPANIES
 
 
 
 
 
 
12.8.3.3
DYNAMIC COMPANIES
 
 
 
 
 
 
12.8.3.4
STARTING BLOCKS
 
 
 
 
 
12.8.4
COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024
 
 
 
 
 
 
 
12.8.4.1
DETAILED LIST OF KEY STARTUPS/SMES
 
 
 
 
 
 
12.8.4.2
COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
 
 
 
 
12.9
COMPETITIVE SCENARIO AND TRENDS
 
 
 
 
 
 
 
12.9.1
PRODUCT LAUNCHES AND ENHANCEMENTS
 
 
 
 
 
 
12.9.2
DEALS
 
 
 
 
13
COMPANY PROFILES
In-depth Company Profiles of Leading Market Players with detailed Business Overview, Product and Service Portfolio, Recent Developments, and Unique Analyst Perspective (MnM View)
 
 
 
 
 
447
 
13.1
INTRODUCTION
 
 
 
 
 
 
13.2
GENERATIVE AI-BASED CYBERSECURITY SOLUTION PROVIDERS
 
 
 
 
 
 
 
13.2.1
MICROSOFT
 
 
 
 
 
 
 
13.2.1.1
BUSINESS OVERVIEW
 
 
 
 
 
 
13.2.1.2
PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
13.2.1.3
RECENT DEVELOPMENTS
 
 
 
 
 
 
 
 
13.2.1.3.1
PRODUCT LAUNCHES AND ENHANCEMENTS
 
 
 
 
 
 
13.2.1.3.2
DEALS
 
 
 
 
13.2.1.4
MNM VIEW
 
 
 
 
 
 
 
 
13.2.1.4.1
RIGHT TO WIN
 
 
 
 
 
 
13.2.1.4.2
STRATEGIC CHOICES
 
 
 
 
 
 
13.2.1.4.3
WEAKNESSES AND COMPETITIVE THREATS
 
 
 
13.2.2
IBM
 
 
 
 
 
 
13.2.3
GOOGLE
 
 
 
 
 
 
13.2.4
SENTINELONE
 
 
 
 
 
 
13.2.5
NVIDIA
 
 
 
 
 
 
13.2.6
NEURALTRUST
 
 
 
 
 
 
13.2.7
TREND MICRO
 
 
 
 
 
 
13.2.8
BLACKBERRY
 
 
 
 
 
 
13.2.9
OKTA
 
 
 
 
 
 
13.2.10
SANGFOR TECHNOLOGIES
 
 
 
 
 
 
13.2.11
VERACODE
 
 
 
 
 
 
13.2.12
LEXISNEXIS
 
 
 
 
 
 
13.2.13
SECURITYSCORECARD
 
 
 
 
 
 
13.2.14
BROADCOM
 
 
 
 
 
 
13.2.15
COHESITY
 
 
 
 
 
 
13.2.16
ELASTIC NV
 
 
 
 
 
 
13.2.17
CYBEREASON
 
 
 
 
 
 
13.2.18
FLASHPOINT
 
 
 
 
 
 
13.2.19
MOSTLY AI
 
 
 
 
 
 
13.2.20
RECORDED FUTURE
 
 
 
 
 
 
13.2.21
SECUREFRAME
 
 
 
 
 
 
13.2.22
SLASHNEXT
 
 
 
 
 
 
13.2.23
VIRUSTOTAL
 
 
 
 
 
 
13.2.24
XENONSTACK
 
 
 
 
 
 
13.2.25
ZEROFOX
 
 
 
 
 
13.3
PROVIDERS OF CYBERSECURITY SOLUTIONS FOR GENERATIVE AI
 
 
 
 
 
 
 
13.3.1
AWS
 
 
 
 
 
 
13.3.2
CISCO
 
 
 
 
 
 
13.3.3
CROWDSTRIKE
 
 
 
 
 
 
13.3.4
FORTINET
 
 
 
 
 
 
13.3.5
ZSCALER
 
 
 
 
 
 
13.3.6
PALO ALTO NETWORKS
 
 
 
 
 
 
13.3.7
DARKTRACE
 
 
 
 
 
 
13.3.8
F5
 
 
 
 
 
 
13.3.9
SOPHOS
 
 
 
 
 
 
13.3.10
TRELLIX
 
 
 
 
 
 
13.3.11
TENABLE
 
 
 
 
 
 
13.3.12
SNYK
 
 
 
 
 
 
13.3.13
ABNORMAL SECURITY
 
 
 
 
 
 
13.3.14
ADVERSA AI
 
 
 
 
 
 
13.3.15
AQUA SECURITY
 
 
 
 
 
 
13.3.16
BIGID
 
 
 
 
 
 
13.3.17
CHECKMARX
 
 
 
 
 
 
13.3.18
CREDO AI
 
 
 
 
 
 
13.3.19
JISA SOFTECH
 
 
 
 
 
 
 
13.3.19.1
Business overview
 
 
 
 
 
 
13.3.19.2
Products/Solutions/Services offered
 
 
 
 
 
 
13.3.19.3
Recent developments
 
 
 
 
 
 
 
 
13.3.19.3.1
Product launches & enhancements
 
 
 
 
 
 
13.3.19.3.2
Deals
 
 
 
 
 
 
13.3.19.3.3
Expansions
 
 
 
13.3.20
DEEPKEEP
 
 
 
 
 
 
13.3.21
LAKERA
 
 
 
 
 
 
13.3.22
SKYFLOW
 
 
 
 
 
 
13.3.23
TROJAI
 
 
 
 
 
 
13.3.24
HIDDENLAYER
 
 
 
 
 
 
13.3.25
NOMA SECURITY
 
 
 
 
 
 
13.3.26
LASSO SECURITY
 
 
 
 
 
 
13.3.27
PIIANO (MCPTOTAL)
 
 
 
 
 
 
13.3.28
ZENITY
 
 
 
 
14
ADJACENT AND RELATED MARKETS
 
 
 
 
 
514
 
14.1
INTRODUCTION
 
 
 
 
 
 
14.2
GENERATIVE AI MARKET – GLOBAL FORECAST TO 2032
 
 
 
 
 
 
 
14.2.1
MARKET DEFINITION
 
 
 
 
 
 
14.2.2
MARKET OVERVIEW
 
 
 
 
 
 
 
14.2.2.1
GENERATIVE AI MARKET, BY OFFERING
 
 
 
 
 
 
14.2.2.2
GENERATIVE AI MARKET, BY DATA MODALITY
 
 
 
 
 
 
14.2.2.3
GENERATIVE AI MARKET, BY APPLICATION
 
 
 
 
 
 
14.2.2.4
GENERATIVE AI MARKET, BY END USER
 
 
 
 
 
 
14.2.2.5
GENERATIVE AI MARKET, BY REGION
 
 
 
 
14.3
ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET – GLOBAL FORECAST TO 2028
 
 
 
 
 
 
 
14.3.1
MARKET DEFINITION
 
 
 
 
 
 
14.3.2
MARKET OVERVIEW
 
 
 
 
 
 
 
14.3.2.1
ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY OFFERING
 
 
 
 
 
 
14.3.2.2
ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY SECURITY TYPE
 
 
 
 
 
 
14.3.2.3
ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY TECHNOLOGY
 
 
 
 
 
 
14.3.2.4
ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY APPLICATION
 
 
 
 
 
 
14.3.2.5
ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY VERTICAL
 
 
 
 
 
 
14.3.2.6
ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY REGION
 
 
 
15
APPENDIX
 
 
 
 
 
528
 
15.1
DISCUSSION GUIDE
 
 
 
 
 
 
15.2
KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
 
 
 
 
 
 
15.3
CUSTOMIZATION OPTIONS
 
 
 
 
 
 
15.4
RELATED REPORTS
 
 
 
 
 
 
15.5
AUTHOR DETAILS
 
 
 
 
 
LIST OF TABLES
 
 
 
 
 
 
 
TABLE 1
USD DOLLAR EXCHANGE RATE, 2020–2024
 
 
 
 
 
 
TABLE 2
FACTOR ANALYSIS
 
 
 
 
 
 
TABLE 3
GLOBAL GENERATIVE AI CYBERSECURITY MARKET SIZE AND GROWTH RATE, 2020–2024 (USD MILLION, Y-O-Y %)
 
 
 
 
 
 
TABLE 4
GLOBAL GENERATIVE AI CYBERSECURITY MARKET SIZE AND GROWTH RATE, 2025–2031 (USD MILLION, Y-O-Y %)
 
 
 
 
 
 
TABLE 5
GENERATIVE AI CYBERSECURITY MARKET: ECOSYSTEM
 
 
 
 
 
 
TABLE 6
NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
 
 
 
 
 
 
TABLE 7
EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
 
 
 
 
 
 
TABLE 8
ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
 
 
 
 
 
 
TABLE 9
MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
 
 
 
 
 
 
TABLE 10
LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
 
 
 
 
 
 
TABLE 11
PATENTS FILED, 2019–2025
 
 
 
 
 
 
TABLE 12
GENERATIVE AI CYBERSECURITY MARKET: KEY PATENTS, 2024–2025
 
 
 
 
 
 
TABLE 13
AVERAGE SELLING PRICE OF KEY PLAYERS, BY OFFERING, 2025
 
 
 
 
 
 
TABLE 14
AVERAGE SELLING PRICE, BY SECURITY TYPE, 2025
 
 
 
 
 
 
TABLE 15
GENERATIVE AI CYBERSECURITY MARKET: KEY CONFERENCES & EVENTS, 2024–2025
 
 
 
 
 
 
TABLE 16
PORTERS’ FIVE FORCES’ IMPACT ON GENERATIVE AI CYBERSECURITY MARKET
 
 
 
 
 
 
TABLE 17
INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE GENERATIVE AI-BASED CYBERSECURITY VERTICALS
 
 
 
 
 
 
TABLE 18
KEY BUYING CRITERIA FOR TOP THREE GENERATIVE AI-BASED CYBERSECURITY VERTICALS
 
 
 
 
 
 
TABLE 19
GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 20
GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 21
GENERATIVE AI CYBERSECURITY MARKET, SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 22
GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 23
GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 24
GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 25
CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 26
CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 27
GENERATIVE AI CYBERSECURITY SOFTWARE MARKET, BY DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 28
GENERATIVE AI CYBERSECURITY SOFTWARE MARKET, BY DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 29
CLOUD: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 30
CLOUD: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 31
ON-PREMISES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 32
ON-PREMISES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 33
GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 34
GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 35
GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 36
GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 37
TRAINING & CONSULTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 38
TRAINING & CONSULTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 39
SYSTEM INTEGRATION & IMPLEMENTATION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 40
SYSTEM INTEGRATION & IMPLEMENTATION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 41
SUPPORT & MAINTENANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 42
SUPPORT & MAINTENANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 43
MANAGED SERVICES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 44
MANAGED SERVICES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 45
CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 46
CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 47
GENERATIVE AI TRAINING DATA SECURITY SOFTWARE MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 48
GENERATIVE AI TRAINING DATA SECURITY SOFTWARE MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 49
GENERATIVE AI MODEL SECURITY SOFTWARE MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 50
GENERATIVE AI MODEL SECURITY SOFTWARE MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 51
GENERATIVE AI INFRASTRUCTURE SECURITY SOFTWARE MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 52
GENERATIVE AI INFRASTRUCTURE SECURITY SOFTWARE MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 53
GENERATIVE AI APPLICATION SECURITY SOFTWARE MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 54
GENERATIVE AI APPLICATION SECURITY SOFTWARE MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 55
GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 56
GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 57
THREAT DETECTION & INTELLIGENCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 58
THREAT DETECTION & INTELLIGENCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 59
RISK ASSESSMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 60
RISK ASSESSMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 61
EXPOSURE MANAGEMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 62
EXPOSURE MANAGEMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 63
PHISHING SIMULATION & PREVENTION SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 64
PHISHING SIMULATION & PREVENTION SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 65
REMEDIATION GUIDANCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 66
REMEDIATION GUIDANCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 67
THREAT HUNTING PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 68
THREAT HUNTING PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 69
CODE ANALYSIS SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 70
CODE ANALYSIS SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 71
GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 72
GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 73
GENERATIVE AI CYBERSECURITY MARKET, BY DATABASE SECURITY, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 74
GENERATIVE AI CYBERSECURITY MARKET, BY DATABASE SECURITY, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 75
DATA LOSS PREVENTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 76
DATA LOSS PREVENTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 77
DATA USAGE MONITORING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 78
DATA USAGE MONITORING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 79
DATA COMPLIANCE & GOVERNANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 80
DATA COMPLIANCE & GOVERNANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 81
DATA ENCRYPTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 82
DATA ENCRYPTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 83
DATA MASKING & TOKENIZATION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 84
DATA MASKING & TOKENIZATION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 85
ACCESS CONTROL: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 86
ACCESS CONTROL: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 87
GENERATIVE AI CYBERSECURITY MARKET, BY NETWORK SECURITY, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 88
GENERATIVE AI CYBERSECURITY MARKET, BY NETWORK SECURITY, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 89
NETWORK TRAFFIC ANALYSIS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 90
NETWORK TRAFFIC ANALYSIS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 91
SECURE ACCESS SERVICE EDGE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 92
SECURE ACCESS SERVICE EDGE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 93
ZERO TRUST NETWORK ACCESS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 94
ZERO TRUST NETWORK ACCESS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 95
FIREWALLS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 96
FIREWALLS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 97
INTRUSION DETECTION/PREVENTION SYSTEMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 98
INTRUSION DETECTION/PREVENTION SYSTEMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 99
VPNS & SECURE TUNNELING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 100
VPNS & SECURE TUNNELING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 101
GENERATIVE AI CYBERSECURITY MARKET, BY ENDPOINT SECURITY, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 102
GENERATIVE AI CYBERSECURITY MARKET, BY ENDPOINT SECURITY, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 103
ENDPOINT DETECTION & RESPONSE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 104
ENDPOINT DETECTION & RESPONSE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 105
ENDPOINT PROTECTION PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 106
ENDPOINT PROTECTION PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 107
GENERATIVE AI CYBERSECURITY MARKET, BY APPLICATION SECURITY, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 108
GENERATIVE AI CYBERSECURITY MARKET, BY APPLICATION SECURITY, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 109
STATIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 110
STATIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 111
DYNAMIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 112
DYNAMIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 113
LLM SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 114
LLM SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 115
RUNTIME PROTECTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 116
RUNTIME PROTECTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 117
INCIDENT RESPONSE & RECOVERY: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 118
INCIDENT RESPONSE & RECOVERY: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 119
GOVERNANCE, RISK, AND COMPLIANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 120
GOVERNANCE, RISK, AND COMPLIANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 121
GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 122
GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 123
END USERS: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 124
END USERS: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 125
GOVERNMENT & DEFENSE: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 126
GOVERNMENT & DEFENSE: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 127
BFSI: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 128
BFSI: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 129
SOFTWARE & TECHNOLOGY: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 130
SOFTWARE & TECHNOLOGY: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 131
HEALTHCARE & LIFE SCIENCES: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 132
HEALTHCARE & LIFE SCIENCES: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 133
RETAIL & ECOMMERCE: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 134
RETAIL & ECOMMERCE: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 135
MANUFACTURING: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 136
MANUFACTURING: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 137
ENERGY & UTILITIES: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 138
ENERGY & UTILITIES: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 139
TELECOMMUNICATIONS: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 140
TELECOMMUNICATIONS: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 141
AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 142
AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 143
MEDIA & ENTERTAINMENT: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 144
MEDIA & ENTERTAINMENT: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 145
OTHER VERTICALS: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 146
OTHER VERTICALS: GENERATIVE AI-BASED CYBERSECURITY, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 147
END USERS: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY FOR GENERATIVE AI VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 148
END USERS: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY FOR GENERATIVE AI VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 149
GOVERNMENT & DEFENSE: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 150
GOVERNMENT & DEFENSE: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 151
BFSI: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 152
BFSI: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 153
SOFTWARE & TECHNOLOGY: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 154
SOFTWARE & TECHNOLOGY: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 155
HEALTHCARE & LIFE SCIENCES: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 156
HEALTHCARE & LIFE SCIENCES: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 157
RETAIL & ECOMMERCE: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 158
RETAIL & ECOMMERCE: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 159
MANUFACTURING: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 160
MANUFACTURING: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 161
ENERGY & UTLITIES: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 162
ENERGY & UTLITIES: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 163
TELECOMMUNICATIONS: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 164
TELECOMMUNICATIONS: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 165
AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 166
AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 167
MEDIA & ENTERTAINMENT: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 168
MEDIA & ENTERTAINMENT: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 169
OTHER VERTICALS: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 170
OTHER VERTICALS: CYBERSECURITY FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 171
GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 172
GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 173
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 174
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 175
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 176
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 177
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 178
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 179
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 180
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 181
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 182
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 183
NORTH AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 184
NORTH AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 185
NORTH AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 186
NORTH AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 187
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 188
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 189
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 190
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 191
NORTH AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 192
NORTH AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 193
NORTH AMERICA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 194
NORTH AMERICA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 195
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 196
NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 197
US: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 198
US: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 199
US: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 200
US: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 201
US: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 202
US: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 203
US: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 204
US: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 205
US: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 206
US: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 207
US: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 208
US: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 209
US: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 210
US: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 211
US: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 212
US: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 213
US: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 214
US: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 215
US: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 216
US: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 217
US: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 218
US: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 219
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 220
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 221
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 222
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 223
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 224
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 225
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 226
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 227
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 228
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 229
CANADA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 230
CANADA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 231
CANADA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 232
CANADA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 233
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 234
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 235
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 236
CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 237
CANADA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 238
CANADA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 239
CANADA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 240
CANADA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 241
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 242
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 243
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 244
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 245
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 246
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 247
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 248
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 249
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 250
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 251
EUROPE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 252
EUROPE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 253
EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 254
EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 255
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 256
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 257
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 258
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 259
EUROPE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 260
EUROPE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 261
EUROPE: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 262
EUROPE: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 263
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 264
EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 265
UK: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 266
UK: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 267
UK: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 268
UK: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 269
UK: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 270
UK: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 271
UK: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 272
UK: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 273
UK: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 274
UK: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 275
UK: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 276
UK: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 277
UK: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 278
UK: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 279
UK: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 280
UK: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 281
UK: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 282
UK: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 283
UK: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 284
UK: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 285
UK: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 286
UK: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 287
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 288
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 289
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 290
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 291
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 292
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 293
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 294
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 295
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 296
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 297
GERMANY: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 298
GERMANY: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 299
GERMANY: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 300
GERMANY: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 301
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 302
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 303
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 304
GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 305
GERMANY: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 306
GERMANY: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 307
GERMANY: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 308
GERMANY: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 309
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 310
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 311
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 312
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 313
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 314
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 315
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 316
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 317
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 318
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 319
FRANCE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 320
FRANCE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 321
FRANCE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 322
FRANCE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 323
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 324
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 325
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 326
FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 327
FRANCE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 328
FRANCE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 329
FRANCE: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 330
FRANCE: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 331
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 332
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 333
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 334
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 335
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 336
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 337
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 338
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 339
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 340
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 341
REST OF EUROPE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 342
REST OF EUROPE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 343
REST OF EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 344
REST OF EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 345
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 346
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 347
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 348
REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 349
REST OF EUROPE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 350
REST OF EUROPE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 351
REST OF EUROPE: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 352
REST OF EUROPE: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 353
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 354
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 355
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 356
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 357
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 358
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 359
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 360
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 361
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 362
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 363
ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 364
ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 365
ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 366
ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 367
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 368
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 369
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 370
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 371
ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 372
ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 373
ASIA PACIFIC: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 374
ASIA PACIFIC: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 375
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 376
ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 377
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 378
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 379
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 380
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 381
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 382
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 383
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 384
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 385
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 386
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 387
CHINA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 388
CHINA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 389
CHINA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 390
CHINA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 391
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 392
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 393
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 394
CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 395
CHINA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 396
CHINA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 397
CHINA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 398
CHINA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 399
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 400
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 401
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 402
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 403
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 404
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 405
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 406
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 407
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 408
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 409
INDIA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 410
INDIA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 411
INDIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 412
INDIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 413
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 414
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 415
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 416
INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 417
INDIA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 418
INDIA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 419
INDIA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 420
INDIA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 421
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 422
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 423
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 424
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 425
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 426
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 427
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 428
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 429
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 430
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 431
JAPAN: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 432
JAPAN: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 433
JAPAN: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 434
JAPAN: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 435
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 436
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 437
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 438
JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 439
JAPAN: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 440
JAPAN: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 441
JAPAN: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 442
JAPAN: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 443
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 444
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 445
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 446
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 447
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 448
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 449
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 450
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 451
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 452
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 453
REST OF ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 454
REST OF ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 455
REST OF ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 456
REST OF ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 457
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 458
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 459
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 460
REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 461
REST OF ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 462
REST OF ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 463
REST OF ASIA PACIFIC: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 464
REST OF ASIA PACIFIC: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 465
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 466
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 467
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 468
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 469
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 470
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 471
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 472
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 473
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 474
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 475
MIDDLE EAST & AFRICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 476
MIDDLE EAST & AFRICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 477
MIDDLE EAST & AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 478
MIDDLE EAST & AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 479
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 480
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 481
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 482
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 483
MIDDLE EAST & AFRICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 484
MIDDLE EAST & AFRICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 485
MIDDLE EAST & AFRICA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 486
MIDDLE EAST & AFRICA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 487
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 488
MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 489
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 490
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 491
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 492
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 493
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 494
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 495
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 496
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 497
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 498
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 499
SAUDI ARABIA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 500
SAUDI ARABIA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 501
SAUDI ARABIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 502
SAUDI ARABIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 503
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 504
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 505
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 506
SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 507
SAUDI ARABIA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 508
SAUDI ARABIA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 509
SAUDI ARABIA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 510
SAUDI ARABIA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 511
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 512
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 513
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 514
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 515
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 516
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 517
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 518
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 519
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 520
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 521
UAE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 522
UAE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 523
UAE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 524
UAE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 525
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 526
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 527
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 528
UAE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 529
UAE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 530
UAE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 531
UAE: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 532
UAE: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 533
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 534
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 535
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 536
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 537
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 538
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 539
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 540
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 541
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 542
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 543
REST OF MIDDLE EAST: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 544
REST OF MIDDLE EAST: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 545
REST OF MIDDLE EAST: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 546
REST OF MIDDLE EAST: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 547
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 548
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 549
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 550
REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 551
REST OF MIDDLE EAST: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 552
REST OF MIDDLE EAST: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 553
REST OF MIDDLE EAST: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 554
REST OF MIDDLE EAST: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 555
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 556
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 557
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 558
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 559
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 560
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 561
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 562
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 563
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 564
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 565
AFRICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 566
AFRICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 567
AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 568
AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 569
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 570
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 571
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 572
AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 573
AFRICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 574
AFRICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 575
AFRICA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 576
AFRICA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 577
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 578
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 579
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 580
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 581
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 582
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 583
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 584
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 585
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 586
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 587
LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 588
ATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 589
LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 590
LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 591
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 592
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 593
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 594
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 595
LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 596
LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 597
LATIN AMERICA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 598
LATIN AMERICA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 599
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 600
LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 601
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 602
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 603
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 604
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 605
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 606
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 607
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 608
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 609
SBRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 610
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 611
BRAZIL: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 612
BRAZIL: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 613
BRAZIL: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 614
BRAZIL: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 615
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 616
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 617
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 618
BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 619
BRAZIL: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 620
BRAZIL: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 621
BRAZIL: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 622
BRAZIL: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 623
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 624
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 625
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 626
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 627
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 628
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 629
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 630
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 631
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 632
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 633
MEXICO: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 634
MEXICO: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 635
MEXICO: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 636
MEXICO: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 637
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 638
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 639
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 640
MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 641
MEXICO: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 642
MEXICO: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 643
MEXICO: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 644
MEXICO: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 645
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 646
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 647
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 648
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 649
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 650
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 651
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 652
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 653
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 654
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 655
REST OF LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 656
REST OF LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 657
REST OF LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 658
REST OF LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 659
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 660
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 661
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 662
REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 663
REST OF LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 664
REST OF LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 665
REST OF LATIN AMERICA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 666
REST OF LATIN AMERICA: CYBERSECURITY SOFTWARE FOR GENERATIVE AI END USERS, BY VERTICAL, 2025–2031 (USD MILLION)
 
 
 
 
 
 
TABLE 667
OVERVIEW OF STRATEGIES ADOPTED BY KEY GENERATIVE AI CYBERSECURITY VENDORS
 
 
 
 
 
 
TABLE 668
GENERATIVE AI CYBERSECURITY MARKET: DEGREE OF COMPETITION
 
 
 
 
 
 
TABLE 669
REGION FOOTPRINT (25 COMPANIES)
 
 
 
 
 
 
TABLE 670
OFFERING FOOTPRINT (25 COMPANIES)
 
 
 
 
 
 
TABLE 671
SECURITY TYPE FOOTPRINT (25 COMPANIES)
 
 
 
 
 
 
TABLE 672
END USER FOOTPRINT (25 COMPANIES)
 
 
 
 
 
 
TABLE 673
REGIONAL FOOTPRINT (13 COMPANIES)
 
 
 
 
 
 
TABLE 674
OFFERING FOOTPRINT (13 COMPANIES)
 
 
 
 
 
 
TABLE 675
SECURITY TYPE FOOTPRINT (13 COMPANIES)
 
 
 
 
 
 
TABLE 676
END USER FOOTPRINT (13 COMPANIES)
 
 
 
 
 
 
TABLE 677
GENERATIVE AI-BASED CYBERSECURITY SOFTWARE: DETAILED LIST OF KEY STARTUPS/SMES
 
 
 
 
 
 
TABLE 678
GENERATIVE AI-BASED CYBERSECURITY SOFTWARE: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
 
 
 
 
 
 
TABLE 679
CYBERSECURITY SOFTWARE FOR GENERATIVE AI: DETAILED LIST OF KEY STARTUPS/SMES
 
 
 
 
 
 
TABLE 680
CYBERSECURITY SOFTWARE FOR GENERATIVE AI: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
 
 
 
 
 
 
TABLE 681
GENERATIVE AI CYBERSECURITY MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2023–AUGUST 2025
 
 
 
 
 
 
TABLE 682
GENERATIVE AI CYBERSECURITY MARKET: DEALS, MAY 2023–JUNE 2024
 
 
 
 
 
 
TABLE 683
MICROSOFT: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 684
MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 685
MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
 
 
 
 
 
 
TABLE 686
MICROSOFT: DEALS
 
 
 
 
 
 
TABLE 687
IBM: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 688
IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 689
IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
 
 
 
 
 
 
TABLE 690
IBM: DEALS
 
 
 
 
 
 
TABLE 691
GOOGLE: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 692
GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 693
GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
 
 
 
 
 
 
TABLE 694
GOOGLE: DEALS
 
 
 
 
 
 
TABLE 695
SENTINELONE: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 696
SENTINELONE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 697
SENTINELONE: PRODUCT LAUNCHES AND ENHANCEMENTS
 
 
 
 
 
 
TABLE 698
SENTINELONE: DEALS
 
 
 
 
 
 
TABLE 699
NVIDIA: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 700
NVIDIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 701
NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS
 
 
 
 
 
 
TABLE 702
NVIDIA: DEALS
 
 
 
 
 
 
TABLE 703
NEURALTRUST: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 704
NEURALTRUST: PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 705
AWS: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 706
AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 707
AWS: DEALS
 
 
 
 
 
 
TABLE 708
CISCO: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 709
CISCO: PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 710
CISCO: PRODUCT LAUNCHES AND ENHANCEMENTS
 
 
 
 
 
 
TABLE 711
CISCO: DEALS
 
 
 
 
 
 
TABLE 712
CROWDSTRIKE: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 713
CROWDSTRIKE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 714
CROWDSTRIKE: PRODUCT LAUNCHES AND ENHANCEMENTS
 
 
 
 
 
 
TABLE 715
CROWDSTRIKE: DEALS
 
 
 
 
 
 
TABLE 716
FORTINET: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 717
FORTINET: PRODUCTS/PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 718
FORTINET: PRODUCT LAUNCHES AND ENHANCEMENTS
 
 
 
 
 
 
TABLE 719
FORTINET: DEALS
 
 
 
 
 
 
TABLE 720
ZSCALER: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 721
ZSCALER: PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 722
ZSCALER: PRODUCT LAUNCHES AND ENHANCEMENTS
 
 
 
 
 
 
TABLE 723
ZSCALER: DEALS
 
 
 
 
 
 
TABLE 724
JISA SOFTECH: COMPANY OVERVIEW
 
 
 
 
 
 
TABLE 725
JISA SOFTECH: PRODUCTS/SOLUTIONS/SERVICES OFFERED
 
 
 
 
 
 
TABLE 726
JISA SOFTECH: PRODUCT LAUNCHES & ENHANCEMENTS
 
 
 
 
 
 
TABLE 727
JISA SOFTECH: DEALS
 
 
 
 
 
 
TABLE 728
JISA SOFTECH: EXPANSIONS
 
 
 
 
 
 
TABLE 729
GENERATIVE AI MARKET, BY OFFERING, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 730
GENERATIVE AI MARKET, BY OFFERING, 2025–2032 (USD MILLION)
 
 
 
 
 
 
TABLE 731
GENERATIVE AI MARKET, BY DATA MODALITY, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 732
GENERATIVE AI MARKET, BY DATA MODALITY, 2025–2032 (USD MILLION)
 
 
 
 
 
 
TABLE 733
GENERATIVE AI MARKET, BY APPLICATION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 734
GENERATIVE AI MARKET, BY APPLICATION, 2025–2032 (USD MILLION)
 
 
 
 
 
 
TABLE 735
GENERATIVE AI MARKET, BY END USER, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 736
GENERATIVE AI MARKET, BY END USER, 2025–2032 (USD MILLION)
 
 
 
 
 
 
TABLE 737
GENERATIVE AI MARKET, BY REGION, 2020–2024 (USD MILLION)
 
 
 
 
 
 
TABLE 738
GENERATIVE AI MARKET, BY REGION, 2025–2032 (USD MILLION)
 
 
 
 
 
 
TABLE 739
AI IN CYBERSECURITY MARKET, BY OFFERING, 2019–2022 (USD MILLION)
 
 
 
 
 
 
TABLE 740
AI IN CYBERSECURITY MARKET, BY OFFERING, 2023–2028 (USD MILLION)
 
 
 
 
 
 
TABLE 741
AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019–2022 (USD MILLION)
 
 
 
 
 
 
TABLE 742
AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023–2028 (USD MILLION)
 
 
 
 
 
 
TABLE 743
AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
 
 
 
 
 
 
TABLE 744
AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
 
 
 
 
 
 
TABLE 745
AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
 
 
 
 
 
 
TABLE 746
AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
 
 
 
 
 
 
TABLE 747
AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
 
 
 
 
 
 
TABLE 748
AI IN CYBERSECURITY MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
 
 
 
 
 
 
TABLE 749
AI IN CYBERSECURITY MARKET, BY REGION, 2019–2022 (USD MILLION)
 
 
 
 
 
 
TABLE 750
AI IN CYBERSECURITY MARKET, BY REGION, 2023–2028 (USD MILLION)
 
 
 
 
 
 
LIST OF FIGURES
 
 
 
 
 
 
 
FIGURE 1
GENERATIVE AI CYBERSECURITY MARKET: RESEARCH DESIGN
 
 
 
 
 
 
FIGURE 2
GENERATIVE AI CYBERSECURITY MARKET: DATA TRIANGULATION
 
 
 
 
 
 
FIGURE 3
GENERATIVE AI CYBERSECURITY MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
 
 
 
 
 
 
FIGURE 4
MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1, BOTTOM-UP (SUPPLY-SIDE): REVENUE FROM SOLUTION AND SERVICE PROVIDERS IN GENERATIVE AI CYBERSECURITY MARKET
 
 
 
 
 
 
FIGURE 5
MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM KEY COMPANIES IN GENERATIVE AI CYBERSECURITY MARKET
 
 
 
 
 
 
FIGURE 6
MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM BUSINESS UNITS (BU) OF KEY VENDORS IN GENERATIVE AI CYBERSECURITY MARKET
 
 
 
 
 
 
FIGURE 7
MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF GENERATIVE AI CYBERSECURITY THROUGH OVERALL IT SPENDING ON GENERATIVE AI CYBERSECURITY SOLUTIONS
 
 
 
 
 
 
FIGURE 8
GENERATIVE AI-BASED CYBERSECURITY SOFTWARE SEGMENT TO HOLD LARGEST MARKET SIZE IN 2025
 
 
 
 
 
 
FIGURE 9
NETWORK SECURITY SEGMENT TO HOLD MAJOR MARKET SHARE IN 2025
 
 
 
 
 
 
FIGURE 10
THREAT DETECTION & INTELLIGENCE SOFTWARE SEGMENT TO LEAD MARKET IN 2025
 
 
 
 
 
 
FIGURE 11
GENERATIVE AI APPLICATION SECURITY SEGMENT TO HOLD LARGEST MARKET SIZE IN 2025
 
 
 
 
 
 
FIGURE 12
GENERATIVE AI-BASED END USERS TO BE LARGEST SEGMENT IN 2025
 
 
 
 
 
 
FIGURE 13
HEALTHCARE & LIFE SCIENCES PROVIDERS TO WITNESS HIGHEST GROWTH RATE DURING FORECAST PERIOD FOR GENERATIVE AI-BASED CYBERSECURITY
 
 
 
 
 
 
FIGURE 14
ASIA PACIFIC TO REGISTER FASTEST GROWTH BETWEEN 2025 AND 2031
 
 
 
 
 
 
FIGURE 15
SAAS ADOPTION AND REGULATORY PUSH TO FUEL GENERATIVE AI CYBERSECURITY DEMAND
 
 
 
 
 
 
FIGURE 16
DATABASE SECURITY SEGMENT TO HAVE HIGHEST GROWTH RATE DURING FORECAST PERIOD
 
 
 
 
 
 
FIGURE 17
SOFTWARE AND DATABASE SECURITY TO BE LARGEST SEGMENT IN NORTH AMERICA GENERATIVE AI CYBERSECURITY MARKET IN 2025
 
 
 
 
 
 
FIGURE 18
NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2025
 
 
 
 
 
 
FIGURE 19
DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: GENERATIVE AI CYBERSECURITY MARKET
 
 
 
 
 
 
FIGURE 20
EVOLUTION OF GENERATIVE AI CYBERSECURITY
 
 
 
 
 
 
FIGURE 21
GENERATIVE AI CYBERSECURITY MARKET: SUPPLY CHAIN ANALYSIS
 
 
 
 
 
 
FIGURE 22
KEY PLAYERS IN GENERATIVE AI CYBERSECURITY MARKET ECOSYSTEM
 
 
 
 
 
 
FIGURE 23
GENERATIVE AI CYBERSECURITY MARKET: INVESTMENT LANDSCAPE AND FUNDING SCENARIO
 
 
 
 
 
 
FIGURE 24
NUMBER OF PATENTS GRANTED, 2019–2025
 
 
 
 
 
 
FIGURE 25
REGIONAL ANALYSIS OF PATENTS GRANTED, 2019–2025
 
 
 
 
 
 
FIGURE 26
GENERATIVE AI CYBERSECURITY MARKET: PORTER’S FIVE FORCES ANALYSIS
 
 
 
 
 
 
FIGURE 27
INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE GENERATIVE AI-BASED CYBERSECURITY VERTICALS
 
 
 
 
 
 
FIGURE 28
KEY BUYING CRITERIA FOR TOP THREE GENERATIVE AI-BASED CYBERSECURITY VERTICALS
 
 
 
 
 
 
FIGURE 29
TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
 
 
 
 
 
 
FIGURE 30
SOFTWARE SEGMENT TO DOMINATE MARKET IN 2025 AND 2030
 
 
 
 
 
 
FIGURE 31
APPLICATION SECURITY SEGMENT TO DOMINATE MARKET IN 2025
 
 
 
 
 
 
FIGURE 32
THREAT DETECTION & INTELLIGENCE SOFTWARE TO HOLD LARGEST MARKET IN 2025
 
 
 
 
 
 
FIGURE 33
NETWORK SECURITY SEGMENT TO HOLD LARGER MARKET IN 2025
 
 
 
 
 
 
FIGURE 34
GENERATIVE AI-BASED CYBERSECURITY END USERS TO LEAD MARKET IN 2025
 
 
 
 
 
 
FIGURE 35
INDIA TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
 
 
 
 
 
 
FIGURE 36
NORTH AMERICA TO LEAD MARKET IN 2025
 
 
 
 
 
 
FIGURE 37
NORTH AMERICA: MARKET SNAPSHOT
 
 
 
 
 
 
FIGURE 38
ASIA PACIFIC: MARKET SNAPSHOT
 
 
 
 
 
 
FIGURE 39
TOP FIVE PLAYERS DOMINATED MARKET FOR LAST FIVE YEARS
 
 
 
 
 
 
FIGURE 40
SHARE OF LEADING COMPANIES IN GENERATIVE AI CYBERSECURITY MARKET, 2024
 
 
 
 
 
 
FIGURE 41
PRODUCT COMPARATIVE ANALYSIS: GENERATIVE AI-BASED CYBERSECURITY
 
 
 
 
 
 
FIGURE 42
PRODUCT COMPARATIVE ANALYSIS: CYBERSECURITY FOR GENERATIVE AI
 
 
 
 
 
 
FIGURE 43
COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
 
 
 
 
 
 
FIGURE 44
YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS
 
 
 
 
 
 
FIGURE 45
GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024
 
 
 
 
 
 
FIGURE 46
COMPANY FOOTPRINT (25 COMPANIES)
 
 
 
 
 
 
FIGURE 47
GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS OFFERING CYBERSECURITY SOLUTIONS FOR GEN AI), 2024
 
 
 
 
 
 
FIGURE 48
COMPANY FOOTPRINT (13 COMPANIES)
 
 
 
 
 
 
FIGURE 49
GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024
 
 
 
 
 
 
FIGURE 50
GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES OFFERING CYBERSECURITY SOLUTIONS FOR GENERATIVE AI), 2024
 
 
 
 
 
 
FIGURE 51
MICROSOFT: COMPANY SNAPSHOT
 
 
 
 
 
 
FIGURE 52
IBM: COMPANY SNAPSHOT
 
 
 
 
 
 
FIGURE 53
GOOGLE: COMPANY SNAPSHOT
 
 
 
 
 
 
FIGURE 54
SENTINELONE: COMPANY SNAPSHOT
 
 
 
 
 
 
FIGURE 55
NVIDIA: COMPANY SNAPSHOT
 
 
 
 
 
 
FIGURE 56
AWS: COMPANY SNAPSHOT
 
 
 
 
 
 
FIGURE 57
CISCO: COMPANY SNAPSHOT
 
 
 
 
 
 
FIGURE 58
CROWDSTRIKE: COMPANY SNAPSHOT
 
 
 
 
 
 
FIGURE 59
FORTINET: COMPANY SNAPSHOT
 
 
 
 
 
 
FIGURE 60
ZSCALER: COMPANY SNAPSHOT
 
 
 
 
 
 

Methodology

This research study on the generative AI cybersecurity market involved extensive secondary sources, directories, journals, and paid databases. Primary sources were mainly industry experts from the core and related industries, preferred generative AI cybersecurity providers, third-party service providers, consulting service providers, end users, and other commercial enterprises. In-depth interviews with primary respondents, including key industry participants and subject matter experts, were conducted to obtain and verify critical qualitative and quantitative information and assess the market’s prospects.

Secondary Research

In the secondary research process, various sources were referred to to identify and collect information for the study. The secondary sources included annual reports, press releases, investor presentations of companies, white papers, journals, certified publications, and articles from recognized authors, directories, and databases. The data was also collected from other secondary sources, such as AI conferences and related magazines. Additionally, the generative AI cybersecurity spending of various countries was extracted from respective sources. Secondary research was used to obtain key information about the industry’s supply chain to identify key players by solution, service, market classification, and segmentation according to the offerings of major players and industry trends related to offerings, generative AI-based cybersecurity software, cybersecurity software for generative AI, security types, end users, and regions, and key developments from both market and technology-oriented perspectives.

Primary Research

In the primary research process, various primary sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information on the market. The primary sources from the supply side included various industry experts, including Chief Experience Officers (CXOs); Vice Presidents (VPs); directors specializing in business development, marketing, and generative AI cybersecurity; related key executives from generative AI cybersecurity offering vendors, SIs, managed service providers, and industry associations; and key opinion leaders.

Primary interviews were conducted to gather insights, such as market statistics, revenue data collected from solutions and services, market breakups, market size estimations, market forecasts, and data triangulation. Primary research also helped understand various trends related to technologies, offerings, security types, end users, and regions. Stakeholders from the demand side, such as Chief Information Officers (CIOs), Chief Technology Officers (CTOs), Chief Strategy Officers (CSOs), and end users using generative AI cybersecurity solutions, were interviewed to understand the buyer’s perspective on suppliers, products, and their current usage of generative AI cybersecurity solutions, which would impact the overall generative AI cybersecurity market.

Generative AI Cybersecurity Market Size, and Share

Note: Tier 1 companies account for annual revenue of >USD 10 billion; tier 2 companies’ revenue ranges
between USD 1 billion and USD 10 billion; and tier 3 companies’ revenue ranges between USD 500 million
and USD 1 billion. Other designations include VPs, global heads, and product leaders.
Source: MarketsandMarkets Analysis

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

Multiple approaches were adopted to estimate and forecast the generative AI cybersecurity market. The first approach involved estimating the market size by summing the companies’ revenue generated by selling solutions.

Market Size Estimation Methodology- Top-down approach

In the top-down approach, an exhaustive list of all the vendors offering solutions in the generative AI cybersecurity market was prepared. The revenue contribution of the market vendors was estimated through annual reports, press releases, funding, investor presentations, paid databases, and primary interviews. Each vendor's offerings were evaluated based on the breadth of solutions according to offering type, security type, and end users. The aggregate of all the companies’ revenue was extrapolated to reach the overall market size. Each subsegment was studied and analyzed for its global market size and regional penetration. The markets were triangulated through both primary and secondary research. The primary procedure included extensive interviews for key insights from industry leaders, such as CIOs, CEOs, VPs, directors, and marketing executives. The market numbers were further triangulated with the existing MarketsandMarkets repository for validation.

Market Size Estimation Methodology-Bottom-up approach

In the bottom-up approach, the adoption rate of generative AI cybersecurity solutions among different end users in key countries with respect to their regions contributing the most to the market share was identified. For cross-validation, the adoption of generative AI cybersecurity solutions among industries, along with different use cases with respect to their regions, was identified and extrapolated. Use cases identified in different regions were given weightage for the market size calculation.

Based on the market numbers, the regional split was determined by primary and secondary sources. The procedure included the analysis of the generative AI cybersecurity market’s regional penetration. Based on secondary research, the regional spending on Information and Communications Technology (ICT), socio-economic analysis of each country, strategic vendor analysis of major generative AI cybersecurity providers, and organic and inorganic business development activities of regional and global players were estimated. With the data triangulation procedure and data validation through primary interviews, the exact values of the overall generative AI cybersecurity market size and segments’ size were determined and confirmed using the study.

Generative AI Cybersecurity Market : Top-Down and Bottom-Up Approach

Generative AI Cybersecurity Market Top Down and Bottom Up Approach

Data Triangulation

The market was split into several segments and subsegments after arriving at the overall market size using the market size estimation processes as explained above. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation and market breakup procedures were employed, wherever applicable. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Market Definition

Generative AI cybersecurity includes the techniques & technology used to secure generative AI systems, as well as the revolutionary impact of generative AI tools on cybersecurity practices. The scope of the generative AI cybersecurity market includes two key angles:

  • Cybersecurity with generative AI: investigates how generative AI techniques are transforming the protection of enterprise security architecture, apps, networks, and data. Robust real-time anomaly detection, enhanced threat identification, and advanced threat hunting are all made possible by cybersecurity enhanced by generative AI.
  • Cybersecurity for generative AI: focuses on implementing advanced cybersecurity technologies, tools, policies, and practices specifically designed to protect generative AI from threats and vulnerabilities. This involves strategies such as adversarial machine learning, differential privacy, federated learning security, and secure model deployment, aimed at safeguarding data, AI models, and deployment environments.

Stakeholders

  • Generative AI cybersecurity providers
  • Third-party administrators
  • Business analysts
  • Cloud service providers
  • Consulting service providers
  • Enterprise end users
  • Distributors and value-added resellers (VARs)
  • Government agencies
  • Independent software vendors (ISVs)
  • Market research and consulting firms
  • Support & maintenance service providers
  • System integrators (SIs)/migration service providers
  • Technology providers

Report Objectives

  • To define, describe, and forecast the generative AI cybersecurity market by offering, generative AI-based cybersecurity software, cybersecurity software for generative AI, security type, and end user
  • To provide detailed information related to major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the market growth
  • To analyze the micro markets with respect to individual growth trends, prospects, and their contribution to the total market
  • To analyze the opportunities in the market for stakeholders by identifying the high-growth segments of the market
  • To analyze opportunities in the market and provide details of the competitive landscape for stakeholders and market leaders
  • To forecast the market size of segments for the five main regions: North America, Europe, Asia Pacific, the Middle East & Africa, and Latin America
  • To profile the key players and comprehensively analyze their market ranking and core competencies
  • To analyze competitive developments, such as partnerships, product launches, and mergers & acquisitions, in the generative AI cybersecurity market

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per your company’s specific needs. The following customization options are available for the report:

Product Analysis

  • Product quadrant, which gives a detailed comparison of the product portfolio of each company.

Geographic Analysis as per Feasibility

  • Further breakup of the North American generative AI cybersecurity market
  • Further breakup of the European generative AI cybersecurity market
  • Further breakup of the Asia Pacific generative AI cybersecurity market
  • Further breakup of the Middle Eastern & African generative AI cybersecurity market
  • Further breakup of the Latin American generative AI cybersecurity market

Company Information

  • Detailed analysis and profiling of additional market players (up to five)

 

Key Questions Addressed by the Report

What is generative AI cybersecurity?

 

Generative AI cybersecurity leverages cybersecurity tools & technologies deployed to secure generative AI systems, while also accounting for the impact of generative AI-enabled tools for cybersecurity practices. The scope of the generative AI cybersecurity market includes two key angles:

  • Cybersecurity with generative AI: investigates how generative AI techniques are transforming the protection of enterprise security architecture, apps, networks, and data. Robust real-time anomaly detection, enhanced threat identification, and advanced threat hunting are all made possible by cybersecurity enhanced by generative AI.
  • Cybersecurity for generative AI: focuses on implementing advanced cybersecurity technologies, tools, policies, and practices specifically designed to protect generative AI from threats and vulnerabilities. This involves strategies such as adversarial machine learning, differential privacy, federated learning security, and secure model deployment, aimed at safeguarding data, AI models, and deployment environments.

 

What is the total CAGR expected to be recorded for the generative AI cybersecurity market during 2025-2031?

The generative AI cybersecurity market is expected to record a CAGR of 26.5% from 2025 to 2031.

How are generative AI and cybersecurity amalgamating into a converged technology?

Generative AI significantly enhances cybersecurity by enabling advanced threat detection and proactive defense mechanisms through real-time analysis and anomaly detection. It aids in automating and optimizing responses to cyber incidents, reducing the time and resources needed for manual intervention. On the other hand, cybersecurity significantly impacts generative AI by safeguarding the integrity, confidentiality, and availability of AI models and training data, ensuring they are not tampered with or stolen by malicious actors?.

What are the key drivers supporting the growth of the generative AI cybersecurity market?

The key factors driving the growth of the generative AI cybersecurity market include increased adoption of generative AI, which drives demand for cybersecurity solutions; rising awareness regarding the efficiency of generative AI in threat detection; stricter data regulations and compliance laws, which fuel demand for secure AI systems; and the rise of novel generative AI-based cyber threats, which fuels demand for next-gen cybersecurity solutions.

Which are the top end-users prevailing in the generative AI cybersecurity market?

The leading end-users in terms of generative AI-based cybersecurity deployment include BFSI, healthcare, and government & defense. The top end-users of cybersecurity solutions for securing generative AI encompass cloud hyper scalers, managed security service providers, and generative AI providers.

Who are the key vendors in the generative AI cybersecurity market?

Some major players in the Generative AI cybersecurity market include:
Generative AI-based Cybersecurity Vendors: Microsoft (US), IBM (US), Google (US), SentinelOne (US), NVIDIA (US), Cisco (US), CrowdStrike (US), Fortinet (US), Zscaler (US), Trend Micro (Japan), Palo Alto Networks (US), BlackBerry (Canada), Darktrace (UK), Okta (US), Sangfor (China), SecurityScorecard (US), Sophos (UK), Broadcom (US), Trellix (US), Veracode (US), LexisNexis (US), Abnormal Security (US), Aquasec (US), BigID (US), Checkmarx (US), Cohesity (US), NeuralTrust

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