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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

出版商 MarketsandMarkets產業別 ICT & Media出版日期 2025-08-25頁數 509報告編號 TC9099

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報告摘要

The generative AI cybersecurity market is anticipated to witness a compound annual growth rate (CAGR) of 26.5% over the forecast period, reaching USD 35.50 billion by 2031 from an estimated USD 8.65 billion in 2025. The market is driven by the rise in AI supply chain attacks targeting third-party model repositories, APIs, and plugins, which is pushing enterprises to adopt model provenance verification and code signing to secure AI assets. Additionally, the growing use of model-as-a-service in multi-tenant cloud environments is increasing demand for confidential computing and secure enclave execution to protect sensitive AI workloads. However, the market also faces a significant restraint as malicious actors exploit generative AI to automate phishing campaigns, create deepfakes, and develop advanced malware. This dual-use challenge forces vendors to continually evolve defensive strategies to stay ahead of adversarial AI threats while balancing innovation and security. “Risk assessment software leads growth, driving proactive threat mitigation” Risk assessment software within the generative AI cybersecurity ecosystem is projected to record the highest CAGR over the forecast period, fueled by its critical role in proactive threat prevention and compliance-driven decision-making. Generative AI enhances traditional risk assessment by simulating complex attack scenarios, predicting cascading impacts across interconnected systems, and identifying latent vulnerabilities that conventional tools may overlook. The technology enables continuous, adaptive scoring of cyber risks based on real-time telemetry, threat intelligence feeds, and contextual business impact, allowing enterprises to prioritize remediation efforts with precision. Industries with stringent compliance frameworks, such as BFSI, healthcare, and critical infrastructure, are accelerating adoption to meet evolving regulatory expectations like the US SEC’s cyber incident disclosure rules and the EU Digital Operational Resilience Act (DORA). Moreover, AI-driven risk assessment platforms are being integrated with Security Orchestration, Automation, and Response (SOAR) systems to automate policy enforcement and reduce decision latency during incidents. By leveraging generative models to evaluate risks in dynamic environments, vendors can offer predictive insights that materially improve security posture and operational resilience. The combination of regulatory pressure, operational efficiency gains, and the ability to quantify and communicate cyber risk in business terms positions this software segment for sustained high-growth momentum. “Static application security testing to hold largest market as AI-centric code security becomes mission-critical” Static Application Security Testing (SAST) is estimated to capture the largest market share within application security types in 2025, driven by its critical role in securing AI-integrated software development pipelines and ensuring code integrity before deployment. The increasing adoption of secure-by-design principles in enterprise AI initiatives has elevated SAST from a compliance-focused measure to a strategic necessity, especially as regulatory bodies tighten oversight on AI-enabled applications handling sensitive data. Unlike dynamic testing, SAST enables early detection of vulnerabilities at the source code level, significantly reducing remediation costs and minimizing the risk of exploited flaws reaching production environments. In sectors such as BFSI, healthcare, and government, where AI applications process high-value and regulated data, SAST adoption is accelerating in parallel with generative AI deployments, ensuring robust protection against injection attacks, insecure dependencies, and code-level data leaks. Moreover, the growing integration of AI coding assistants and automated DevSecOps pipelines is expanding the demand for SAST tools capable of handling AI-generated code, addressing unique vulnerabilities introduced by large language model-assisted programming. Leading security vendors are embedding AI-driven analytics into SAST platforms to improve vulnerability prioritization and reduce false positives, further enhancing operational efficiency and developer adoption. These combined factors position SAST as the dominant force in the 2025 application security landscape. “Asia Pacific to witness rapid market growth fueled by innovation and emerging technologies, while North America leads in market size” North America is estimated to account for the largest share of the generative AI cybersecurity market in 2025, underpinned by its mature technology ecosystem, strong enterprise adoption rates, and early regulatory engagement in AI governance. The region benefits from the presence of leading cybersecurity vendors, robust venture capital activity, and a concentration of high-value industries such as BFSI, healthcare, and defense, where AI-driven security solutions are rapidly embedded into operational frameworks. Government-backed initiatives, such as the US Executive Order on AI and sector-specific compliance mandates, are accelerating investment in advanced AI threat detection, incident response automation, and AI-assisted risk assessment platforms. In parallel, Asia Pacific is poised to record the fastest CAGR during the forecast period, driven by rapid digital transformation, large-scale cloud adoption, and a growing need to counter evolving cyber threats targeting expanding digital infrastructures. Countries such as China, India, Japan, and South Korea are investing heavily in AI R&D, supported by government programs and strategic public–private partnerships. The region’s expanding base of SMEs and startups is leveraging generative AI for both offensive and defensive cybersecurity innovation, while hyperscale cloud providers are localizing AI security services to address diverse compliance environments. This combination of high-growth adoption patterns in the Asia Pacific and entrenched market dominance in North America is shaping a dual-center growth model for the global generative AI cybersecurity landscape. Breakdown of Primaries In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the generative AI cybersecurity market.  By Company: Tier I – 35%, Tier II – 45%, and Tier III – 20%  By Designation: C Level – 35%, Director Level – 25%, and others – 40%  By Region: North America – 42%, Europe – 20%, Asia Pacific – 25%, Middle East & Africa – 8%, and Latin America – 5% The report includes the study of key players offering generative AI cybersecurity solutions and services. It profiles major vendors in the generative AI cybersecurity market. The major market players include Microsoft (US), IBM (US), Google (US), SentinelOne (US), AWS (US), NVIDIA (US), Cisco (US), CrowdStrike (US), Fortinet (US), Zscaler (US), Trend Micro (Japan), Palo Alto Networks (US), BlackBerry (Canada), Darktrace (UK), F5 (US), Okta (US), Sangfor (China), SecurityScorecard (US), Sophos (UK), Broadcom (US), Trellix (US), Veracode (US), LexisNexis (US), Abnormal Security (US), Adversa AI (Israel), Aquasec (US), BigID (US), Checkmarx (US), Cohesity (US), Credo AI (US), NeuralTrust (Spain), Cybereason (US), DeepKeep (Israel), Elastic NV (US), Flashpoint (US), Lakera (US), MOSTLY AI (Austria), Recorded Future (US), Secureframe (US), Skyflow (US), SlashNext (US), Snyk (US), Tenable (US), TrojAI (Canada), VirusTotal (Spain), XenonStack (UAE), and Zerofox (US). Research Coverage This research report covers the generative AI cybersecurity market, which has been segmented based on offering, generative AI-based cybersecurity software, cybersecurity software for generative AI, security type, and end user. The offering segment consists of software and services. The generative AI-based cybersecurity solutions segment consists of threat detection & intelligence software, risk assessment software, exposure management software, phishing simulation & prevention software, remediation guidance software, threat hunting platforms, and code analysis software. The cybersecurity solutions for the generative AI segment include generative AI training data security software, generative AI model security software, generative AI infrastructure security software, and generative AI application security software. The security type segment consists of generative AI training data security software, generative AI model security software, generative AI infrastructure security software, and generative AI application security software. The end user segment consists of generative AI-based cybersecurity end users and cybersecurity for generative AI end users. The regional analysis of the generative AI cybersecurity market covers North America, Europe, Asia Pacific, the Middle East & Africa (MEA), and Latin America. Key Benefits of Buying the Report The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall generative AI cybersecurity market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the market's pulse and provides information on key market drivers, restraints, challenges, and opportunities. The report provides insights on the following pointers: Analysis of key drivers (Rising frequency and sophistication of AI-driven cyberattacks accelerating adoption of AI-powered defense tools, Operational efficiency gains through AI-assisted Security Operations Centers (AI-SOC) reducing alert fatigue and response times, Escalating zero-day vulnerabilities necessitating rapid AI-enabled detection and remediation, and Growing demand for AI-powered behavioral anomaly detection to combat insider threats), restraints (Lack of standardized benchmarks for evaluating AI cybersecurity solutions, and Uncertainty around liability in AI-led automated security actions), opportunities (Adoption of Zero Trust for AI frameworks for validating AI-generated outputs, Leveraging AI for real-time detection of adversarial AI attacks on critical infrastructure, and Development of AI-driven penetration testing and vulnerability assessment platforms), and challenges (Exploitation of prompt injection and model manipulation techniques to bypass safeguards, and Growth of AI-enabled deepfake fraud targeting enterprises and critical infrastructure). • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the generative AI cybersecurity market. • Market Development: Comprehensive information about lucrative markets – the report analyses the generative AI cybersecurity market across varied regions. • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the generative AI cybersecurity market. • Competitive Assessment: In-depth assessment of market shares, growth strategies, and offerings of leading players like Microsoft (US), IBM (US), Google (US), SentinelOne (US), AWS (US), NVIDIA (US), Cisco (US), CrowdStrike (US), Fortinet (US), Zscaler (US), Trend Micro (Japan), Palo Alto Networks (US), BlackBerry (Canada), Darktrace (UK), F5 (US), Okta (US), Sangfor (China), SecurityScorecard (US), Sophos (UK), Broadcom (US), Trellix (US), Veracode (US), LexisNexis (US), Abnormal Security (US), Adversa AI (Israel), Aquasec (US), BigID (US), Checkmarx (US), Cohesity (US), Credo AI (US), NeuralTrust (Spain), Cybereason (US), DeepKeep (Israel), Elastic NV (US), Flashpoint (US), Lakera (US), MOSTLY AI (Austria), Recorded Future (US), Secureframe (US), Skyflow (US), SlashNext (US), Snyk (US), Tenable (US), TrojAI (Canada), VirusTotal (Spain), XenonStack (UAE), and Zerofox (US), among others, in the generative AI cybersecurity market. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
目錄 Table of Contents
1 INTRODUCTION 52 1.1 OBJECTIVES OF THE STUDY 52 1.2 MARKET DEFINITION AND SCOPE 52 1.3 MARKET SCOPE 53 1.3.1 MARKET SEGMENTATION 53 1.3.2 INCLUSIONS AND EXCLUSIONS 54 1.3.3 YEARS CONSIDERED 55 1.4 CURRENCY CONSIDERED 55 1.5 STAKEHOLDERS 55 1.6 SUMMARY OF CHANGES 56 2 RESEARCH METHODOLOGY 57 2.1 RESEARCH DATA 57 2.1.1 SECONDARY DATA 58 2.1.2 PRIMARY DATA 58 2.1.2.1 List of primary participants 59 2.1.2.2 Breakdown of primaries 59 2.1.2.3 Key industry insights 59 2.2 DATA TRIANGULATION 60 2.3 MARKET SIZE ESTIMATION 61 2.3.1 TOP-DOWN APPROACH 61 2.3.2 BOTTOM-UP APPROACH 62 2.4 MARKET FORECAST 65 2.5 RESEARCH ASSUMPTIONS 66 2.6 RESEARCH LIMITATIONS 68 3 EXECUTIVE SUMMARY 69 4 PREMIUM INSIGHTS 75 4.1 ATTRACTIVE OPPORTUNITIES IN GENERATIVE AI CYBERSECURITY MARKET 75 4.2 GENERATIVE AI CYBERSECURITY MARKET: TOP THREE SECURITY TYPES 76 4.3 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING AND SECURITY TYPE 76 4.4 GENERATIVE AI CYBERSECURITY MARKET, BY REGION 77   5 MARKET OVERVIEW AND INDUSTRY TRENDS 78 5.1 INTRODUCTION 78 5.2 MARKET DYNAMICS 78 5.2.1 DRIVERS 79 5.2.1.1 Rising frequency and sophistication of AI-driven cyberattacks 79 5.2.1.2 Operational efficiency gains through AI-assisted Security Operations Centers (AI-SOC), reducing alert fatigue and response times 79 5.2.1.3 Escalating zero-day vulnerabilities, necessitating rapid AI-enabled detection and remediation 79 5.2.1.4 Growing demand for AI-powered behavioral anomaly detection to combat insider threats 80 5.2.2 RESTRAINTS 80 5.2.2.1 Lack of standardized benchmarks for evaluation of AI cybersecurity solutions 80 5.2.2.2 Uncertainty around liability in AI-led automated security actions 81 5.2.3 OPPORTUNITIES 81 5.2.3.1 Adoption of Zero Trust for AI frameworks to validate AI-generated outputs 81 5.2.3.2 Leveraging AI for real-time detection of adversarial AI attacks on critical infrastructure 82 5.2.3.3 Development of AI-driven penetration testing and vulnerability assessment platforms 82 5.2.4 CHALLENGES 83 5.2.4.1 Exploitation of prompt injection and model manipulation techniques to bypass safeguards 83 5.2.4.2 Proliferation of AI-enabled deepfake fraud targeting enterprises and critical infrastructure 83 5.3 EVOLUTION OF GENERATIVE AI CYBERSECURITY 84 5.4 SUPPLY CHAIN ANALYSIS 85 5.5 ECOSYSTEM ANALYSIS 88 5.5.1 GENERATIVE AI-BASED CYBERSECURITY PROVIDERS 89 5.5.2 CYBERSECURITY PROVIDERS FOR GENERATIVE AI 90 5.5.3 GENERATIVE AI CYBERSECURITY SERVICE PROVIDERS 90 5.5.4 SECURITY TYPES 90 5.6 INVESTMENT AND FUNDING SCENARIO 91 5.7 CASE STUDY ANALYSIS 91 5.7.1 ZEROFOX PROVIDES ACTIONABLE INTELLIGENCE TO SHORE UP SIMPLY BUSINESS’S INFORMATION SECURITY 91 5.7.2 POMELO STAYS SECURE AMIDST RAPID GROWTH WITH SNYK 92 5.7.3 EVOCABANK HELPS NOKIA PROTECT MILLIONS OF FOLLOWERS 92 5.7.4 CARNIVAL CORPORATION CHARTS A SAFER COURSE WITH CYBERARK 93 5.7.5 IBM USES PALO ALTO TO PROTECTS ITS AI SYSTEMS 93 5.7.6 OPENAI USES OKTA TO SAFEGUARD ITSELF 94   5.8 TECHNOLOGY ANALYSIS 94 5.8.1 KEY TECHNOLOGIES 95 5.8.1.1 Adversarial machine learning 95 5.8.1.2 Federated learning security 95 5.8.1.3 Differential privacy 95 5.8.1.4 Homomorphic encryption 96 5.8.1.5 Secure multi-party computation 96 5.8.2 COMPLEMENTARY TECHNOLOGIES 96 5.8.2.1 Blockchain 96 5.8.2.2 Zero trust architecture 97 5.8.2.3 Endpoint detection & response 97 5.8.2.4 Vulnerability management 97 5.8.3 ADJACENT TECHNOLOGIES 97 5.8.3.1 Quantum computing 97 5.8.3.2 DevSecOps 98 5.8.3.3 Forensics & incident response 98 5.8.3.4 Big data analytics 98 5.9 REGULATORY LANDSCAPE 99 5.9.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 99 5.9.2 KEY REGULATIONS 102 5.9.2.1 North America 102 5.9.2.1.1 Executive Order on AI (US) 102 5.9.2.1.2 NIST AI Risk Management Framework (under the NDAA) 102 5.9.2.1.3 National AI Risk Management Framework 102 5.9.2.1.4 Artificial Intelligence and Data Act (AIDA) 102 5.9.2.1.5 Kids Online Safety Act (KOSA) 102 5.9.2.1.6 Canadian Centre for Cyber Security 103 5.9.2.1.7 Privacy Guidelines 103 5.9.2.2 Europe 103 5.9.2.2.1 Regulation (EU) 2024/1689 — Artificial Intelligence Act (AI Act) 103 5.9.2.2.2 Directive (EU) 2022/2555 — NIS 2 Directive 103 5.9.2.2.3 Regulation (EU) 2024/2847 — Cyber Resilience Act (CRA) 103 5.9.2.2.4 Regulation (EU) 2024/903 — Cyber Solidarity Act (CSA) 103 5.9.2.3 Asia Pacific 103 5.9.2.3.1 Model AI Governance Framework (Singapore) 103 5.9.2.3.2 AI Guidelines for Business Version 1.0 (Japan) 104 5.9.2.3.3 Basic Law for Promoting Responsible AI (Japan, proposed) 104 5.9.2.3.4 Act on Promotion of the AI Industry and Framework for Establishing Trustworthy AI (South Korea) 104   5.9.2.4 Middle East & Africa 104 5.9.2.4.1 UAE Strategy for Artificial Intelligence 2031 104 5.9.2.4.2 National AI Programme 104 5.9.2.4.3 African Union Convention on Cyber Security and Personal Data Protection (Malabo Convention) 104 5.9.2.4.4 National Strategy for Data and AI (NSDAI) 104 5.9.2.4.5 Saudi Data and Artificial Intelligence Authority (SDAIA) 104 5.9.2.5 Latin America 105 5.9.2.5.1 Bill No. 2,338/2023 — Proposed Law on Artificial Intelligence (Brazil) 105 5.9.2.5.2 National Artificial Intelligence Strategy (EBIA) (Brazil) 105 5.9.2.5.3 National Policy on Exploitation of Data (Big Data) (Colombia) 105 5.9.2.5.4 AI Regulation Bill (Colombia) 105 5.10 PATENT ANALYSIS 105 5.10.1 METHODOLOGY 105 5.10.2 PATENTS FILED, BY DOCUMENT TYPE 105 5.10.3 INNOVATION AND PATENT APPLICATIONS 106 5.11 PRICING ANALYSIS 108 5.11.1 AVERAGE SELLING PRICE OF KEY PLAYERS, BY OFFERING, 2025 109 5.11.2 AVERAGE SELLING PRICE, BY SECURITY TYPE, 2025 110 5.12 KEY CONFERENCES AND EVENTS (2025–2026) 111 5.13 PORTER’S FIVE FORCES ANALYSIS 111 5.13.1 THREAT OF NEW ENTRANTS 112 5.13.2 THREAT OF SUBSTITUTES 113 5.13.3 BARGAINING POWER OF SUPPLIERS 113 5.13.4 BARGAINING POWER OF BUYERS 113 5.13.5 INTENSITY OF COMPETITION RIVALRY 113 5.14 KEY STAKEHOLDERS & BUYING CRITERIA 114 5.14.1 KEY STAKEHOLDERS IN BUYING PROCESS 114 5.14.2 BUYING CRITERIA 115 5.15 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 115 5.15.1 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 115 6 GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 117 6.1 INTRODUCTION 118 6.1.1 OFFERING: GENERATIVE AI CYBERSECURITY MARKET DRIVERS 118 6.2 SOFTWARE, BY TYPE 119 6.2.1 STRENGTHENING OF GENERATIVE AI SECURITY WITH PURPOSE-BUILT SOFTWARE 119 6.2.2 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE 120 6.2.3 CYBERSECURITY SOFTWARE FOR GENERATIVE AI 121   6.3 SOFTWARE, BY DEPLOYMENT MODE 122 6.3.1 OPTIMIZING CYBER DEFENSE WITH FLEXIBLE DEPLOYMENT MODES 122 6.3.2 CLOUD 123 6.3.3 ON-PREMISES 124 6.4 SERVICES 125 6.4.1 RESILIENT GENERATIVE AI CYBERSECURITY ENABLED THROUGH COMPREHENSIVE SERVICES 125 6.4.2 PROFESSIONAL SERVICES 126 6.4.2.1 Training & consulting 127 6.4.2.2 System integration & implementation 128 6.4.2.3 Support & maintenance 129 6.4.3 MANAGED SERVICES 130 7 CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE 132 7.1 INTRODUCTION 133 7.1.1 CYBERSECURITY SOFTWARE FOR GENERATIVE AI: MARKET DRIVERS 133 7.2 GENERATIVE AI TRAINING DATA SECURITY SOFTWARE 134 7.2.1 ENSURING RELIABILITY AND COMPLIANCE WITH TRAINING DATA SECURITY 134 7.2.2 DATA INTEGRITY VERIFICATION 135 7.2.3 SECURE DATA AUGMENTATION 136 7.2.4 AUTOMATED DATA CLEANING 136 7.2.5 DATA QUALITY MONITORING 136 7.2.6 DATA ANONYMIZATION 137 7.3 GENERATIVE AI MODEL SECURITY SOFTWARE 137 7.3.1 SHIELDING GENERATIVE AI MODELS AGAINST EVOLVING THREATS 137 7.3.2 MODEL INTEGRITY 138 7.3.3 ADVERSARIAL TRAINING & TESTING 139 7.3.4 SECURE MODEL TRAINING ENVIRONMENTS 139 7.3.5 MODEL DRIFT & BIAS DETECTION 139 7.3.6 ROBUSTNESS TESTING 140 7.4 GENERATIVE AI INFRASTRUCTURE SECURITY SOFTWARE 140 7.4.1 ENSURING RESILIENT FOUNDATIONS FOR LARGE-SCALE GENERATIVE AI OPERATIONS 140 7.4.2 CONTINUOUS MONITORING 141 7.4.3 AUTOMATED SECURITY PATCHING 142 7.4.4 SECURE API MANAGEMENT 142 7.4.5 REAL-TIME THREAT DETECTION 142 7.4.6 SECURITY AUDITS 143 7.5 GENERATIVE AI APPLICATION SECURITY SOFTWARE 143 7.5.1 DEFENDING GENERATIVE AI APPLICATIONS FROM ATTACK VECTORS 143 7.5.2 PROMPT INJECTION SECURITY 144 7.5.3 DATA LEAKAGE PREVENTION 145 7.5.4 USER AUTHENTICATION & ACCESS CONTROL 145 7.5.5 MONITORING & ANOMALY DETECTION 145 7.5.6 ETHICAL AI GOVERNANCE 146 8 GENERATIVE AI CYBERSECURITY MARKET, BY END USER 147 8.1 INTRODUCTION 148 8.1.1 END USERS: GENERATIVE AI CYBERSECURITY MARKET DRIVERS 148 8.2 END USERS: GENERATIVE AI-BASED CYBERSECURITY 149 8.2.1 DRIVING ADVANCED THREAT MITIGATION WITH GENERATIVE AI 149 8.2.2 GOVERNMENT & DEFENSE 151 8.2.3 BFSI 151 8.2.4 IT & ITES 152 8.2.5 HEALTHCARE & LIFE SCIENCES 153 8.2.6 RETAIL & ECOMMERCE 154 8.2.7 MANUFACTURING 155 8.2.8 ENERGY & UTILITIES 156 8.2.9 TELECOMMUNICATIONS 157 8.2.10 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS 158 8.2.11 MEDIA & ENTERTAINMENT 159 8.2.12 OTHER END USERS 160 8.3 END USERS: CYBERSECURITY FOR GENERATIVE AI 161 8.3.1 PROTECTING GENERATIVE AI SERVICES TO SAFEGUARD END USERS 161 8.3.2 CLOUD HYPERSCALERS 162 8.3.3 MANAGED SECURITY SERVICE PROVIDERS 163 8.3.4 GENERATIVE AI PROVIDERS 164 8.3.4.1 Foundation model/LLM developers 165 8.3.4.2 Data annotators 166 8.3.4.3 Content creation platform providers 167 8.3.4.4 Generative AI-as-a-service provider 168 9 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE 170 9.1 INTRODUCTION 171 9.1.1 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET DRIVERS 171 9.2 THREAT DETECTION & INTELLIGENCE SOFTWARE 172 9.2.1 OFFERS ENHANCED CYBERSECURITY PRECISION AND SPEED 172 9.2.2 AUTOMATED THREAT ANALYSIS 173 9.2.3 SECURITY INFORMATION & EVENT MANAGEMENT 174 9.2.4 AI-NATIVE SECURITY ANALYSIS 174 9.2.5 THREAT CORRELATION 174 9.2.6 THREAT INTELLIGENCE 175   9.3 RISK ASSESSMENT SOFTWARE 175 9.3.1 PREDICTIVE RISK ASSESSMENT STRENGTHENS GENERATIVE AI CYBERSECURITY POSTURE 175 9.3.2 AUTOMATED RISK INSIGHTS 176 9.3.3 IMPACT ANALYSIS 176 9.3.4 RISK INTELLIGENCE 177 9.3.5 COMPLIANCE AUTOMATION 177 9.3.6 OTHER RISK ASSESSMENT SOFTWARE 178 9.4 EXPOSURE MANAGEMENT SOFTWARE 178 9.4.1 OFFERS AI-POWERED VULNERABILITY OVERSIGHT FOR STRONGER CYBERSECURITY 178 9.4.2 VULNERABILITY ANALYSIS 179 9.4.3 EXPOSURE PRIORITIZATION 180 9.4.4 AUTOMATED EXPOSURE DETECTION 180 9.4.5 INCIDENT RESPONSE 180 9.4.6 OTHER EXPOSURE MANAGEMENT SOFTWARE 180 9.5 PHISHING SIMULATION & PREVENTION SOFTWARE 181 9.5.1 SIMULATES REALISTIC PHISHING SCENARIOS WITH GENERATIVE AI 181 9.5.2 PHISHING SIMULATION CAMPAIGNS 182 9.5.3 PHISHING ATTACK ANALYSIS 182 9.5.4 DEEPFAKE DETECTION 183 9.5.5 FRAUD PREVENTION 183 9.5.6 SOCIAL ENGINEERING DETECTION 183 9.6 REMEDIATION GUIDANCE SOFTWARE 184 9.6.1 ENABLES QUICK AND INFORMED RESPONSE WITH GENERATIVE AI REMEDIATION GUIDANCE 184 9.6.2 AUTOMATED REMEDIATION 185 9.6.3 INTERACTIVE REMEDIATION SUPPORT 185 9.6.4 PROACTIVE THREAT MANAGEMENT 185 9.6.5 COMPLIANCE REMEDIATION 186 9.6.6 OTHER REMEDIATION GUIDANCE SOFTWARE 186 9.7 THREAT HUNTING PLATFORMS 186 9.7.1 CYBER DEFENSE ENHANCED BY PREDICTING AND NEUTRALIZING STEALTH ATTACKS 186 9.7.2 REAL-TIME THREAT ANALYSIS 187 9.7.3 NATURAL LANGUAGE QUERY INTERFACE 188 9.7.4 BEHAVIOR ANALYSIS 188 9.7.5 RESPONSE AUTOMATION 188 9.7.6 OTHER THREAT HUNTING PLATFORMS 189   9.8 CODE ANALYSIS SOFTWARE 189 9.8.1 SECURES DEVELOPMENT PIPELINES WITH GENERATIVE AI PRECISION 189 9.8.2 CODE SNIPPET ANALYSIS 190 9.8.3 SOURCE CODE PROTECTION 191 9.8.4 VULNERABILITY DETECTION 191 9.8.5 AUTOMATED CODE REVIEW 191 9.8.6 COMPLIANCE CHECKS 192 10 GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE 193 10.1 INTRODUCTION 194 10.1.1 SECURITY TYPE: GENERATIVE AI CYBERSECURITY MARKET DRIVERS 194 10.2 DATABASE SECURITY 195 10.2.1 SECURES GENERATIVE AI PIPELINES WITH ADVANCED DATABASE PROTECTION 195 10.2.2 DATA LOSS PREVENTION 196 10.2.3 DATA USAGE MONITORING 197 10.2.4 DATA COMPLIANCE & GOVERNANCE 198 10.2.5 DATA ENCRYPTION 199 10.2.6 DATA MASKING & TOKENIZATION 200 10.2.7 ACCESS CONTROL 201 10.3 NETWORK SECURITY 202 10.3.1 OPTIMIZING SECURE CONNECTIVITY FOR GENERATIVE AI WORKLOADS 202 10.3.2 NETWORK TRAFFIC ANALYSIS 203 10.3.3 SECURE ACCESS SERVICE EDGE 204 10.3.4 ZERO TRUST NETWORK ACCESS 205 10.3.5 FIREWALLS 206 10.3.6 INTRUSION DETECTION/PREVENTION SYSTEMS 207 10.3.7 VPNS & SECURE TUNNELING 208 10.4 ENDPOINT SECURITY 209 10.4.1 OPTIMIZING THREAT DETECTION AND RESPONSE ACROSS GENERATIVE AI ENDPOINTS 209 10.4.2 ENDPOINT DETECTION & RESPONSE 210 10.4.3 ENDPOINT PROTECTION PLATFORMS 211 10.5 APPLICATION SECURITY 212 10.5.1 SECURING GENERATIVE AI WORKFLOWS WITH END-TO-END APPLICATION PROTECTION 212 10.5.2 STATIC APPLICATION SECURITY TESTING 213 10.5.3 DYNAMIC APPLICATION SECURITY TESTING 214 10.5.4 LLM SECURITY 215 10.5.5 RUNTIME PROTECTION 216 10.5.6 INCIDENT RESPONSE & RECOVERY 217 10.5.7 GOVERNANCE, RISK, AND COMPLIANCE 218 11 GENERATIVE AI CYBERSECURITY MARKET, BY REGION 220 11.1 INTRODUCTION 221 11.2 NORTH AMERICA 223 11.2.1 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS 223 11.2.2 NORTH AMERICA: MACROECONOMIC OUTLOOK 223 11.2.3 US 232 11.2.3.1 Market driven by robust technological infrastructure and culture of innovation 232 11.2.4 CANADA 239 11.2.4.1 Recent advancements and presence of leading companies to drive market 239 11.3 EUROPE 247 11.3.1 EUROPE: GENERATIVE AI CYBERSECURITY MARKET DRIVERS 247 11.3.2 EUROPE: MACROECONOMIC OUTLOOK 247 11.3.3 UK 256 11.3.3.1 Commitment to leveraging AI to tackle evolving cyber threats to fuel growth 256 11.3.4 GERMANY 263 11.3.4.1 Active government promotion of AI research to boost market 263 11.3.5 FRANCE 270 11.3.5.1 Emphasis on R&D to drive market 270 11.3.6 REST OF EUROPE 278 11.4 ASIA PACIFIC 285 11.4.1 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET DRIVERS 285 11.4.2 ASIA PACIFIC: MACROECONOMIC OUTLOOK 286 11.4.3 CHINA 294 11.4.3.1 AI-driven cybersecurity solutions that offer robust defense against digital threats – key market driver 294 11.4.4 INDIA 301 11.4.4.1 Market trajectory characterized by significant investment in research and development 301 11.4.5 JAPAN 308 11.4.5.1 International regulatory framework and promotion of safe and trustworthy AI usage – key drivers 308 11.4.6 REST OF ASIA PACIFIC 315 11.5 MIDDLE EAST & AFRICA 322 11.5.1 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS 323 11.5.2 MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK 323 11.5.3 SAUDI ARABIA 331 11.5.3.1 Evolving to support growth of generative AI and cybersecurity 331 11.5.4 UAE 338 11.5.4.1 Focus on establishment of cutting-edge AI and cybersecurity infrastructure 338 11.5.5 REST OF MIDDLE EAST 345 11.5.6 AFRICA 352 11.5.6.1 Development of new AI models and technologies tailored to unique cybersecurity challenges to drive market 352 11.6 LATIN AMERICA 359 11.6.1 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS 360 11.6.2 LATIN AMERICA: MACROECONOMIC OUTLOOK 360 11.6.3 BRAZIL 368 11.6.3.1 Companies continue to invest in generative AI solutions and push boundaries of innovation 368 11.6.4 MEXICO 375 11.6.4.1 Government proactively addressing data privacy and security concerns 375 11.6.5 REST OF LATIN AMERICA 382 12 COMPETITIVE LANDSCAPE 390 12.1 OVERVIEW 390 12.2 KEY PLAYER STRATEGIES 390 12.3 REVENUE ANALYSIS 392 12.4 MARKET SHARE ANALYSIS 393 12.4.1 MARKET RANKING ANALYSIS 394 12.5 PRODUCT COMPARATIVE ANALYSIS 397 12.5.1 PRODUCT COMPARATIVE ANALYSIS: GENERATIVE AI-BASED CYBERSECURITY 397 12.5.1.1 Purple AI (SentinelOne) 397 12.5.1.2 Prevent (Darktrace) 397 12.5.1.3 ZDX Copilot (Zscaler) 398 12.5.1.4 FortiAI (Fortinet) 398 12.5.1.5 Precision AI (Palo Alto) 398 12.5.2 PRODUCT COMPARATIVE ANALYSIS: CYBERSECURITY FOR GENERATIVE AI 399 12.5.2.1 QRadar (IBM) 399 12.5.2.2 AI Runtime Security (Palo Alto) 399 12.5.2.3 Nitro Enclaves (AWS) 400 12.5.2.4 Zero Trust Exchange (Zscaler) 400 12.5.2.5 Nemo LLM Guardrails (NVIDIA) 400 12.6 COMPANY VALUATION AND FINANCIAL METRICS 400 12.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024 401 12.7.1 KEY PLAYERS OFFERING GENERATIVE AI-BASED CYBERSECURITY 401 12.7.2 STARS 401 12.7.3 EMERGING LEADERS 401 12.7.4 PERVASIVE PLAYERS 402 12.7.5 PARTICIPANTS 402   12.7.6 COMPANY FOOTPRINT: KEY PLAYERS, 2024 403 12.7.6.1 Company Footprint 403 12.7.6.2 Region Footprint 404 12.7.6.3 Offering footprint 405 12.7.6.4 Security type footprint 406 12.7.6.5 End user footprint 407 12.7.7 KEY PLAYERS OFFERING CYBERSECURITY SOLUTIONS FOR GENERATIVE AI 408 12.7.8 STARS 408 12.7.9 EMERGING LEADERS 408 12.7.10 PERVASIVE PLAYERS 408 12.7.11 PARTICIPANTS 408 12.7.12 COMPANY FOOTPRINT: KEY PLAYERS, 2024 410 12.7.12.1 Company Footprint 410 12.7.12.2 Regional footprint 410 12.7.12.3 Offering footprint 411 12.7.12.4 Security type footprint 411 12.7.12.5 End user footprint 412 12.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024 412 12.8.1 STARTUPS/SMES OFFERING GENERATIVE AI-BASED CYBERSECURITY 413 12.8.1.1 Progressive companies 413 12.8.1.2 Responsive companies 413 12.8.1.3 Dynamic companies 413 12.8.1.4 Starting blocks 413 12.8.2 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024 414 12.8.2.1 Detailed List of Key Startups/SMEs 414 12.8.2.2 Competitive Benchmarking of Key Startups/SMEs 415 12.8.3 STARTUPS/SMES OFFERING CYBERSECURITY SOLUTIONS FOR GENERATIVE AI 416 12.8.3.1 Progressive companies 416 12.8.3.2 Responsive companies 416 12.8.3.3 Dynamic companies 416 12.8.3.4 Starting blocks 416 12.8.4 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024 417 12.8.4.1 Detailed List of Key Startups/SMEs 417 12.8.4.2 Competitive Benchmarking of Key Startups/SMEs 418 12.9 COMPETITIVE SCENARIO AND TRENDS 419 12.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS 419 12.9.2 DEALS 421   13 COMPANY PROFILES 426 13.1 INTRODUCTION 426 13.2 GENERATIVE AI-BASED CYBERSECURITY SOLUTION PROVIDERS 426 13.2.1 MICROSOFT 426 13.2.1.1 Business overview 426 13.2.1.2 Products/Solutions/Services offered 428 13.2.1.3 Recent developments 428 13.2.1.3.1 Product launches and enhancements 428 13.2.1.3.2 Deals 429 13.2.1.4 MnM view 429 13.2.1.4.1 Right to win 429 13.2.1.4.2 Strategic choices 429 13.2.1.4.3 Weaknesses and competitive threats 429 13.2.2 IBM 430 13.2.2.1 Business overview 430 13.2.2.2 Products/Solutions/Services offered 431 13.2.2.3 Recent developments 432 13.2.2.3.1 Product launches and enhancements 432 13.2.2.3.2 Deals 433 13.2.2.4 MnM view 433 13.2.2.4.1 Right to win 433 13.2.2.4.2 Strategic choices 433 13.2.2.4.3 Weaknesses and competitive threats 433 13.2.3 GOOGLE 434 13.2.3.1 Business overview 434 13.2.3.2 Products/Solutions/Services offered 435 13.2.3.3 Recent developments 436 13.2.3.3.1 Product launches and enhancements 436 13.2.3.3.2 Deals 436 13.2.3.4 MnM view 437 13.2.3.4.1 Right to win 437 13.2.3.4.2 Strategic choices 437 13.2.3.4.3 Weaknesses and competitive threats 437 13.2.4 SENTINELONE 438 13.2.4.1 Business overview 438 13.2.4.2 Products/Solutions/Services offered 439 13.2.4.3 Recent developments 439 13.2.4.3.1 Product launches and enhancements 439 13.2.4.3.2 Deals 440 13.2.4.4 MnM view 440 13.2.4.4.1 Right to win 440 13.2.4.4.2 Strategic choices 441 13.2.4.4.3 Weaknesses and competitive threats 441 13.2.5 NVIDIA 442 13.2.5.1 Business overview 442 13.2.5.2 Products/Solutions/Services offered 443 13.2.5.3 Recent developments 444 13.2.5.3.1 Product launches and enhancements 444 13.2.5.3.2 Deals 444 13.2.6 NEURALTRUST 445 13.2.6.1 Business overview 445 13.2.6.2 Products/Solutions/Services offered 446 13.2.7 TREND MICRO 447 13.2.8 BLACKBERRY 447 13.2.9 OKTA 448 13.2.10 SANGFOR TECHNOLOGIES 448 13.2.11 VERACODE 449 13.2.12 LEXISNEXIS 449 13.2.13 SECURITYSCORECARD 450 13.2.14 BROADCOM 450 13.2.15 COHESITY 451 13.2.16 ELASTIC NV 451 13.2.17 CYBEREASON 452 13.2.18 FLASHPOINT 452 13.2.19 MOSTLY AI 453 13.2.20 RECORDED FUTURE 453 13.2.21 SECUREFRAME 454 13.2.22 SLASHNEXT 454 13.2.23 VIRUSTOTAL 455 13.2.24 XENONSTACK 455 13.2.25 ZEROFOX 456 13.3 PROVIDERS OF CYBERSECURITY SOLUTIONS FOR GENERATIVE AI 457 13.3.1 AWS 457 13.3.1.1 Business overview 457 13.3.1.2 Products/Solutions/Services offered 458 13.3.1.3 Recent developments 459 13.3.1.3.1 Deals 459 13.3.1.4 MnM view 459 13.3.1.4.1 Right to win 459 13.3.1.4.2 Strategic choices 459 13.3.1.4.3 Weaknesses and competitive threats 459   13.3.2 CISCO 460 13.3.2.1 Business overview 460 13.3.2.2 Products/Solutions/Services offered 461 13.3.2.3 Recent developments 462 13.3.2.3.1 Product launches and enhancements 462 13.3.2.3.2 Deals 462 13.3.3 CROWDSTRIKE 463 13.3.3.1 Business overview 463 13.3.3.2 Products/Solutions/Services offered 464 13.3.3.3 Recent developments 465 13.3.3.3.1 Product launches and enhancements 465 13.3.3.3.2 Deals 466 13.3.4 FORTINET 467 13.3.4.1 Business overview 467 13.3.4.2 Products/Products/Solutions/Services offered 468 13.3.4.3 Recent developments 469 13.3.4.3.1 Product launches and enhancements 469 13.3.4.3.2 Deals 469 13.3.5 ZSCALER 470 13.3.5.1 Business overview 470 13.3.5.2 Products/Solutions/Services offered 471 13.3.5.3 Recent developments 472 13.3.5.3.1 Product launches and enhancements 472 13.3.5.3.2 Deals 472 13.3.6 PALO ALTO NETWORKS 474 13.3.7 DARKTRACE 474 13.3.8 F5 475 13.3.9 SOPHOS 475 13.3.10 TRELLIX 476 13.3.11 TENABLE 477 13.3.12 SNYK 478 13.3.13 ABNORMAL SECURITY 478 13.3.14 ADVERSA AI 479 13.3.15 AQUA SECURITY 479 13.3.16 BIGID 480 13.3.17 CHECKMARX 480 13.3.18 CREDO AI 481 13.3.19 DEEPKEEP 481 13.3.20 LAKERA 482 13.3.21 SKYFLOW 482 13.3.22 TROJAI 483 14 ADJACENT AND RELATED MARKETS 484 14.1 INTRODUCTION 484 14.2 GENERATIVE AI MARKET – GLOBAL FORECAST TO 2032 484 14.2.1 MARKET DEFINITION 484 14.2.2 MARKET OVERVIEW 485 14.2.2.1 Generative AI market, by offering 485 14.2.2.2 Generative AI market, by data modality 486 14.2.2.3 Generative AI market, by application 487 14.2.2.4 Generative AI market, by end user 488 14.2.2.5 Generative AI market, by region 489 14.3 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET – GLOBAL FORECAST TO 2028 490 14.3.1 MARKET DEFINITION 490 14.3.2 MARKET OVERVIEW 490 14.3.2.1 Artificial intelligence in cybersecurity market, by offering 492 14.3.2.2 Artificial intelligence in cybersecurity market, by security type 492 14.3.2.3 Artificial intelligence in cybersecurity market, by technology 493 14.3.2.4 Artificial intelligence in cybersecurity market, by application 494 14.3.2.5 Artificial intelligence in cybersecurity market, by vertical 495 14.3.2.6 Artificial intelligence in cybersecurity market, by region 497 15 APPENDIX 498 15.1 DISCUSSION GUIDE 498 15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 505 15.3 CUSTOMIZATION OPTIONS 507 15.4 RELATED REPORTS 507 15.5 AUTHOR DETAILS 508
圖表清單 List of Tables & Figures
TABLE 1 USD DOLLAR EXCHANGE RATE, 2020–2024 55 TABLE 2 FACTOR ANALYSIS 65 TABLE 3 GLOBAL GENERATIVE AI CYBERSECURITY MARKET SIZE AND GROWTH RATE, 2020–2024 (USD MILLION, Y-O-Y %) 72 TABLE 4 GLOBAL GENERATIVE AI CYBERSECURITY MARKET SIZE AND GROWTH RATE, 2025–2031 (USD MILLION, Y-O-Y %) 72 TABLE 5 GENERATIVE AI CYBERSECURITY MARKET: ECOSYSTEM 88 TABLE 6 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 99 TABLE 7 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 100 TABLE 8 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 100 TABLE 9 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 101 TABLE 10 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 101 TABLE 11 PATENTS FILED, 2019–2025 105 TABLE 12 GENERATIVE AI CYBERSECURITY MARKET: KEY PATENTS, 2024–2025 106 TABLE 13 AVERAGE SELLING PRICE OF KEY PLAYERS, BY OFFERING, 2025 109 TABLE 14 AVERAGE SELLING PRICE, BY SECURITY TYPE, 2025 110 TABLE 15 GENERATIVE AI CYBERSECURITY MARKET: KEY CONFERENCES & EVENTS, 2024–2025 111 TABLE 16 PORTERS’ FIVE FORCES’ IMPACT ON GENERATIVE AI CYBERSECURITY MARKET 112 TABLE 17 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE GENERATIVE AI-BASED CYBERSECURITY VERTICALS 114 TABLE 18 KEY BUYING CRITERIA FOR TOP THREE GENERATIVE AI-BASED CYBERSECURITY VERTICALS 115 TABLE 19 GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 119 TABLE 20 GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 119 TABLE 21 GENERATIVE AI CYBERSECURITY MARKET, SOFTWARE TYPE, 2020–2024 (USD MILLION) 120 TABLE 22 GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 120 TABLE 23 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY REGION, 2020–2024 (USD MILLION) 121 TABLE 24 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY REGION, 2025–2031 (USD MILLION) 121 TABLE 25 CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY REGION, 2020–2024 (USD MILLION) 122 TABLE 26 CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY REGION, 2025–2031 (USD MILLION) 122 TABLE 27 GENERATIVE AI CYBERSECURITY SOFTWARE MARKET, BY DEPLOYMENT MODE, 2020–2024 (USD MILLION) 123 TABLE 28 GENERATIVE AI CYBERSECURITY SOFTWARE MARKET, BY DEPLOYMENT MODE, 2025–2031 (USD MILLION) 123 TABLE 29 CLOUD: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 124 TABLE 30 CLOUD: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 124 TABLE 31 ON-PREMISES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 125 TABLE 32 ON-PREMISES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 125 TABLE 33 GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 126 TABLE 34 GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 126 TABLE 35 GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 127 TABLE 36 GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 127 TABLE 37 TRAINING & CONSULTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 128 TABLE 38 TRAINING & CONSULTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 128 TABLE 39 SYSTEM INTEGRATION & IMPLEMENTATION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 129 TABLE 40 SYSTEM INTEGRATION & IMPLEMENTATION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 129 TABLE 41 SUPPORT & MAINTENANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 130 TABLE 42 SUPPORT & MAINTENANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 130 TABLE 43 MANAGED SERVICES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 131 TABLE 44 MANAGED SERVICES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 131 TABLE 45 CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 134 TABLE 46 CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 134 TABLE 47 GENERATIVE AI TRAINING DATA SECURITY SOFTWARE MARKET, BY REGION, 2020–2024 (USD MILLION) 135 TABLE 48 GENERATIVE AI TRAINING DATA SECURITY SOFTWARE MARKET, BY REGION, 2025–2031 (USD MILLION) 135 TABLE 49 GENERATIVE AI MODEL SECURITY SOFTWARE MARKET, BY REGION, 2020–2024 (USD MILLION) 138 TABLE 50 GENERATIVE AI MODEL SECURITY SOFTWARE MARKET, BY REGION, 2025–2031 (USD MILLION) 138 TABLE 51 GENERATIVE AI INFRASTRUCTURE SECURITY SOFTWARE MARKET, BY REGION, 2020–2024 (USD MILLION) 141 TABLE 52 GENERATIVE AI INFRASTRUCTURE SECURITY SOFTWARE MARKET, BY REGION, 2025–2031 (USD MILLION) 141 TABLE 53 GENERATIVE AI APPLICATION SECURITY SOFTWARE MARKET, BY REGION, 2020–2024 (USD MILLION) 144 TABLE 54 GENERATIVE AI APPLICATION SECURITY SOFTWARE MARKET, BY REGION, 2025–2031 (USD MILLION) 144 TABLE 55 GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 149 TABLE 56 GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 149 TABLE 57 END USERS: GENERATIVE AI-BASED CYBERSECURITY MARKET, BY VERTICAL, 2020–2024 (USD MILLION) 150 TABLE 58 END USERS: GENERATIVE-BASED AI CYBERSECURITY MARKET, BY VERTICAL, 2025–2031 (USD MILLION) 150 TABLE 59 GOVERNMENT & DEFENSE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 151 TABLE 60 GOVERNMENT & DEFENSE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 151 TABLE 61 BFSI: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 152 TABLE 62 BFSI: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 152 TABLE 63 IT & ITES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 153 TABLE 64 IT & ITES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 153 TABLE 65 HEALTHCARE & LIFE SCIENCES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 154 TABLE 66 HEALTHCARE & LIFE SCIENCES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 154 TABLE 67 RETAIL & ECOMMERCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 155 TABLE 68 RETAIL & ECOMMERCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 155 TABLE 69 MANUFACTURING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 156 TABLE 70 MANUFACTURING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 156 TABLE 71 ENERGY & UTILITIES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 157 TABLE 72 ENERGY & UTILITIES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 157 TABLE 73 TELECOMMUNICATIONS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 158 TABLE 74 TELECOMMUNICATIONS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 158 TABLE 75 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 159 TABLE 76 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 159 TABLE 77 MEDIA & ENTERTAINMENT: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 160 TABLE 78 MEDIA & ENTERTAINMENT: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 160 TABLE 79 OTHER END USERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 161 TABLE 80 OTHER END USERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 161 TABLE 81 END USERS: CYBERSECURITY FOR GENERATIVE AI MARKET, BY TYPE, 2020–2024 (USD MILLION) 162 TABLE 82 END USERS: CYBERSECURITY FOR GENERATIVE AI MARKET, BY TYPE, 2025–2031 (USD MILLION) 162 TABLE 83 CLOUD HYPERSCALERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 163 TABLE 84 CLOUD HYPERSCALERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 163 TABLE 85 MANAGED SECURITY SERVICE PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 164 TABLE 86 MANAGED SECURITY SERVICE PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 164 TABLE 87 GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI PROVIDER, 2020–2024 (USD MILLION) 165 TABLE 88 GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI PROVIDER, 2025–2031 (USD MILLION) 165 TABLE 89 FOUNDATION MODEL/LLM DEVELOPERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 166 TABLE 90 FOUNDATION MODEL/LLM DEVELOPERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 166 TABLE 91 DATA ANNOTATORS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 167 TABLE 92 DATA ANNOTATORS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 167 TABLE 93 CONTENT CREATION PLATFORM PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 168 TABLE 94 CONTENT CREATION PLATFORM PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 168 TABLE 95 GENERATIVE AI-AS-A-SERVICE PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 169 TABLE 96 GENERATIVE AI-AS-A-SERVICE PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 169 TABLE 97 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 172 TABLE 98 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 172 TABLE 99 THREAT DETECTION & INTELLIGENCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 173 TABLE 100 THREAT DETECTION & INTELLIGENCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 173 TABLE 101 RISK ASSESSMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 176 TABLE 102 RISK ASSESSMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 176 TABLE 103 EXPOSURE MANAGEMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 179 TABLE 104 EXPOSURE MANAGEMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 179 TABLE 105 PHISHING SIMULATION & PREVENTION SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 181 TABLE 106 PHISHING SIMULATION & PREVENTION SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 182 TABLE 107 REMEDIATION GUIDANCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 184 TABLE 108 REMEDIATION GUIDANCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 185 TABLE 109 THREAT HUNTING PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 187 TABLE 110 THREAT HUNTING PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 187 TABLE 111 CODE ANALYSIS SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 190 TABLE 112 CODE ANALYSIS SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 190 TABLE 113 GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 195 TABLE 114 GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 195 TABLE 115 GENERATIVE AI CYBERSECURITY MARKET, BY DATABASE SECURITY, 2020–2024 (USD MILLION) 196 TABLE 116 GENERATIVE AI CYBERSECURITY MARKET, BY DATABASE SECURITY, 2025–2031 (USD MILLION) 196 TABLE 117 DATA LOSS PREVENTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 197 TABLE 118 DATA LOSS PREVENTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 197 TABLE 119 DATA USAGE MONITORING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 198 TABLE 120 DATA USAGE MONITORING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 198 TABLE 121 DATA COMPLIANCE & GOVERNANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 199 TABLE 122 DATA COMPLIANCE & GOVERNANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 199 TABLE 123 DATA ENCRYPTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 200 TABLE 124 DATA ENCRYPTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 200 TABLE 125 DATA MASKING & TOKENIZATION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 201 TABLE 126 DATA MASKING & TOKENIZATION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 201 TABLE 127 ACCESS CONTROL: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 201 TABLE 128 ACCESS CONTROL: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 202 TABLE 129 GENERATIVE AI CYBERSECURITY MARKET, BY NETWORK SECURITY, 2020–2024 (USD MILLION) 203 TABLE 130 GENERATIVE AI CYBERSECURITY MARKET, BY NETWORK SECURITY, 2025–2031 (USD MILLION) 203 TABLE 131 NETWORK TRAFFIC ANALYSIS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 204 TABLE 132 NETWORK TRAFFIC ANALYSIS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 204 TABLE 133 SECURE ACCESS SERVICE EDGE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 205 TABLE 134 SECURE ACCESS SERVICE EDGE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 205 TABLE 135 ZERO TRUST NETWORK ACCESS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 206 TABLE 136 ZERO TRUST NETWORK ACCESS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 206 TABLE 137 FIREWALLS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 207 TABLE 138 FIREWALLS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 207 TABLE 139 INTRUSION DETECTION/PREVENTION SYSTEMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 208 TABLE 140 INTRUSION DETECTION/PREVENTION SYSTEMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 208 TABLE 141 VPNS & SECURE TUNNELING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 209 TABLE 142 VPNS & SECURE TUNNELING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 209 TABLE 143 GENERATIVE AI CYBERSECURITY MARKET, BY ENDPOINT SECURITY, 2020–2024 (USD MILLION) 210 TABLE 144 GENERATIVE AI CYBERSECURITY MARKET, BY ENDPOINT SECURITY, 2025–2031 (USD MILLION) 210 TABLE 145 ENDPOINT DETECTION & RESPONSE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 211 TABLE 146 ENDPOINT DETECTION & RESPONSE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 211 TABLE 147 ENDPOINT PROTECTION PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 212 TABLE 148 ENDPOINT PROTECTION PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 212 TABLE 149 GENERATIVE AI CYBERSECURITY MARKET, BY APPLICATION SECURITY, 2020–2024 (USD MILLION) 213 TABLE 150 GENERATIVE AI CYBERSECURITY MARKET, BY APPLICATION SECURITY, 2025–2031 (USD MILLION) 213 TABLE 151 STATIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 214 TABLE 152 STATIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 214 TABLE 153 DYNAMIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 215 TABLE 154 DYNAMIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 215 TABLE 155 LLM SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 216 TABLE 156 LLM SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 216 TABLE 157 RUNTIME PROTECTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 217 TABLE 158 RUNTIME PROTECTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 217 TABLE 159 INCIDENT RESPONSE & RECOVERY: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 218 TABLE 160 INCIDENT RESPONSE & RECOVERY: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 218 TABLE 161 GOVERNANCE, RISK, AND COMPLIANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 219 TABLE 162 GOVERNANCE, RISK, AND COMPLIANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 219 TABLE 163 GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2020–2024 (USD MILLION) 222 TABLE 164 GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2025–2031 (USD MILLION) 222 TABLE 165 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 224 TABLE 166 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 224 TABLE 167 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 225 TABLE 168 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 225 TABLE 169 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 225 TABLE 170 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 225 TABLE 171 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 226 TABLE 172 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 226 TABLE 173 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 226 TABLE 174 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 226 TABLE 175 NORTH AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 227 TABLE 176 NORTH AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 227 TABLE 177 NORTH AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 228 TABLE 178 NORTH AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 228 TABLE 179 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 228 TABLE 180 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 229 TABLE 181 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 229 TABLE 182 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 229 TABLE 183 NORTH AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 230 TABLE 184 NORTH AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 230 TABLE 185 NORTH AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 231 TABLE 186 NORTH AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 231 TABLE 187 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2020–2024 (USD MILLION) 231 TABLE 188 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2025–2031 (USD MILLION) 231 TABLE 189 US: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 232 TABLE 190 US: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 232 TABLE 191 US: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 233 TABLE 192 US: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 233 TABLE 193 US: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 233 TABLE 194 US: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 233 TABLE 195 US: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 234 TABLE 196 US: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 234 TABLE 197 US: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 234 TABLE 198 US: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 234 TABLE 199 US: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 235 TABLE 200 US: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 235 TABLE 201 US: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 236 TABLE 202 US: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 236 TABLE 203 US: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 236 TABLE 204 US: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 237 TABLE 205 US: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 237 TABLE 206 US: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 237 TABLE 207 US: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 238 TABLE 208 US: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 238 TABLE 209 US: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 239 TABLE 210 US: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 239 TABLE 211 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 240 TABLE 212 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 240 TABLE 213 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 240 TABLE 214 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 240 TABLE 215 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 241 TABLE 216 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 241 TABLE 217 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 241 TABLE 218 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 241 TABLE 219 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 242 TABLE 220 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 242 TABLE 221 CANADA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 242 TABLE 222 CANADA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 243 TABLE 223 CANADA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 243 TABLE 224 CANADA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 243 TABLE 225 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 244 TABLE 226 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 244 TABLE 227 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 244 TABLE 228 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 245 TABLE 229 CANADA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 245 TABLE 230 CANADA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 246 TABLE 231 CANADA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 246 TABLE 232 CANADA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 246 TABLE 233 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 248 TABLE 234 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 248 TABLE 235 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 248 TABLE 236 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 249 TABLE 237 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 249 TABLE 238 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 249 TABLE 239 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 249 TABLE 240 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 250 TABLE 241 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 250 TABLE 242 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 250 TABLE 243 EUROPE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 251 TABLE 244 EUROPE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE 2025–2031 (USD MILLION) 251 TABLE 245 EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 252 TABLE 246 EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 252 TABLE 247 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 252 TABLE 248 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 253 TABLE 249 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 253 TABLE 250 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 253 TABLE 251 EUROPE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 254 TABLE 252 EUROPE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 254 TABLE 253 EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 255 TABLE 254 EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 255 TABLE 255 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2020–2024 (USD MILLION) 255 TABLE 256 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2025–2031 (USD MILLION) 256 TABLE 257 UK: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 257 TABLE 258 UK: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 257 TABLE 259 UK: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 257 TABLE 260 UK: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 257 TABLE 261 UK: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 258 TABLE 262 UK: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 258 TABLE 263 UK: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 258 TABLE 264 UK: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 258 TABLE 265 UK: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 259 TABLE 266 UK: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 259 TABLE 267 UK: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 259 TABLE 268 UK: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 260 TABLE 269 UK: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 260 TABLE 270 UK: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 260 TABLE 271 UK: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 261 TABLE 272 UK: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 261 TABLE 273 UK: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 261 TABLE 274 UK: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 261 TABLE 275 UK: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 262 TABLE 276 UK: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 262 TABLE 277 UK: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 263 TABLE 278 UK: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 263 TABLE 279 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 263 TABLE 280 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 264 TABLE 281 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 264 TABLE 282 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 264 TABLE 283 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 264 TABLE 284 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 265 TABLE 285 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 265 TABLE 286 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 265 TABLE 287 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 265 TABLE 288 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 266 TABLE 289 GERMANY: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 266 TABLE 290 GERMANY: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 266 TABLE 291 GERMANY: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 267 TABLE 292 GERMANY: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 267 TABLE 293 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 267 TABLE 294 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 268 TABLE 295 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 268 TABLE 296 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 268 TABLE 297 GERMANY: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 269 TABLE 298 GERMANY: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 269 TABLE 299 GERMANY: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 270 TABLE 300 GERMANY: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 270 TABLE 301 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 271 TABLE 302 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 271 TABLE 303 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 271 TABLE 304 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 271 TABLE 305 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 272 TABLE 306 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 272 TABLE 307 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 272 TABLE 308 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 272 TABLE 309 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 273 TABLE 310 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 273 TABLE 311 FRANCE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 273 TABLE 312 FRANCE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 274 TABLE 313 FRANCE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 274 TABLE 314 FRANCE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 274 TABLE 315 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 275 TABLE 316 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 275 TABLE 317 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 275 TABLE 318 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 276 TABLE 319 FRANCE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 276 TABLE 320 FRANCE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 277 TABLE 321 FRANCE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 277 TABLE 322 FRANCE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 277 TABLE 323 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 278 TABLE 324 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 278 TABLE 325 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 279 TABLE 326 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 279 TABLE 327 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 279 TABLE 328 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 279 TABLE 329 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 280 TABLE 330 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 280 TABLE 331 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 280 TABLE 332 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 280 TABLE 333 REST OF EUROPE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 281 TABLE 334 REST OF EUROPE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 281 TABLE 335 REST OF EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 281 TABLE 336 REST OF EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 282 TABLE 337 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 282 TABLE 338 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 282 TABLE 339 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 283 TABLE 340 REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 283 TABLE 341 REST OF EUROPE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 283 TABLE 342 REST OF EUROPE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 284 TABLE 343 REST OF EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 284 TABLE 344 REST OF EUROPE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 284 TABLE 345 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 287 TABLE 346 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 287 TABLE 347 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 287 TABLE 348 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 287 TABLE 349 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 288 TABLE 350 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 288 TABLE 351 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 288 TABLE 352 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 288 TABLE 353 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 289 TABLE 354 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 289 TABLE 355 ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 289 TABLE 356 ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 290 TABLE 357 ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 290 TABLE 358 ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 290 TABLE 359 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 291 TABLE 360 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 291 TABLE 361 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 291 TABLE 362 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 292 TABLE 363 ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 292 TABLE 364 ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 293 TABLE 365 ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 293 TABLE 366 ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 293 TABLE 367 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2020–2024 (USD MILLION) 294 TABLE 368 ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2025–2031 (USD MILLION) 294 TABLE 369 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 295 TABLE 370 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 295 TABLE 371 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 295 TABLE 372 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 295 TABLE 373 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 296 TABLE 374 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 296 TABLE 375 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 296 TABLE 376 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 296 TABLE 377 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 297 TABLE 378 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 297 TABLE 379 CHINA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 297 TABLE 380 CHINA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 298 TABLE 381 CHINA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 298 TABLE 382 CHINA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 298 TABLE 383 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 299 TABLE 384 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 299 TABLE 385 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 299 TABLE 386 CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 299 TABLE 387 CHINA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 300 TABLE 388 CHINA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 300 TABLE 389 CHINA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 301 TABLE 390 CHINA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 301 TABLE 391 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 302 TABLE 392 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 302 TABLE 393 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 302 TABLE 394 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 302 TABLE 395 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 303 TABLE 396 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 303 TABLE 397 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 303 TABLE 398 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 303 TABLE 399 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 304 TABLE 400 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 304 TABLE 401 INDIA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 304 TABLE 402 INDIA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 305 TABLE 403 INDIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 305 TABLE 404 INDIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 305 TABLE 405 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 306 TABLE 406 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 306 TABLE 407 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 306 TABLE 408 INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 306 TABLE 409 INDIA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 307 TABLE 410 INDIA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 307 TABLE 411 INDIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 308 TABLE 412 INDIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 308 TABLE 413 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 309 TABLE 414 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 309 TABLE 415 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 309 TABLE 416 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 309 TABLE 417 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 310 TABLE 418 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 310 TABLE 419 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 310 TABLE 420 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 310 TABLE 421 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 311 TABLE 422 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 311 TABLE 423 JAPAN: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 311 TABLE 424 JAPAN: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 312 TABLE 425 JAPAN: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 312 TABLE 426 JAPAN: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 312 TABLE 427 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 313 TABLE 428 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 313 TABLE 429 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 313 TABLE 430 JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 313 TABLE 431 JAPAN: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 314 TABLE 432 JAPAN: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 314 TABLE 433 JAPAN: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 315 TABLE 434 JAPAN: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 315 TABLE 435 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 316 TABLE 436 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 316 TABLE 437 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 316 TABLE 438 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 316 TABLE 439 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 317 TABLE 440 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 317 TABLE 441 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 317 TABLE 442 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 317 TABLE 443 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 318 TABLE 444 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 318 TABLE 445 REST OF ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 318 TABLE 446 REST OF ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 319 TABLE 447 REST OF ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 319 TABLE 448 REST OF ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 319 TABLE 449 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 320 TABLE 450 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 320 TABLE 451 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 320 TABLE 452 REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 320 TABLE 453 REST OF ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 321 TABLE 454 REST OF ASIA PACIFIC: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 321 TABLE 455 REST OF ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 322 TABLE 456 REST OF ASIA PACIFIC: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 322 TABLE 457 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 324 TABLE 458 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 324 TABLE 459 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 324 TABLE 460 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 324 TABLE 461 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 325 TABLE 462 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 325 TABLE 463 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 325 TABLE 464 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 325 TABLE 465 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 326 TABLE 466 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 326 TABLE 467 MIDDLE EAST & AFRICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 326 TABLE 468 MIDDLE EAST & AFRICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 327 TABLE 469 MIDDLE EAST & AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 327 TABLE 470 MIDDLE EAST & AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 327 TABLE 471 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 328 TABLE 472 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 328 TABLE 473 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 328 TABLE 474 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 328 TABLE 475 MIDDLE EAST & AFRICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 329 TABLE 476 MIDDLE EAST & AFRICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 329 TABLE 477 MIDDLE EAST & AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 330 TABLE 478 MIDDLE EAST & AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 330 TABLE 479 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2020–2024 (USD MILLION) 330 TABLE 480 MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2025–2031 (USD MILLION) 331 TABLE 481 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 331 TABLE 482 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 332 TABLE 483 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 332 TABLE 484 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 332 TABLE 485 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 332 TABLE 486 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 333 TABLE 487 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 333 TABLE 488 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 333 TABLE 489 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 333 TABLE 490 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 334 TABLE 491 SAUDI ARABIA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 334 TABLE 492 SAUDI ARABIA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 334 TABLE 493 SAUDI ARABIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 335 TABLE 494 SAUDI ARABIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 335 TABLE 495 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 335 TABLE 496 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 336 TABLE 497 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 336 TABLE 498 SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 336 TABLE 499 SAUDI ARABIA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 337 TABLE 500 SAUDI ARABIA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 337 TABLE 501 SAUDI ARABIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 338 TABLE 502 SAUDI ARABIA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 338 TABLE 503 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 339 TABLE 504 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 339 TABLE 505 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 339 TABLE 506 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 339 TABLE 507 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 340 TABLE 508 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 340 TABLE 509 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 340 TABLE 510 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 340 TABLE 511 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 341 TABLE 512 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 341 TABLE 513 UAE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 341 TABLE 514 UAE: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 342 TABLE 515 UAE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 342 TABLE 516 UAE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 342 TABLE 517 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 343 TABLE 518 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 343 TABLE 519 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 343 TABLE 520 UAE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 343 TABLE 521 UAE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 344 TABLE 522 UAE: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 344 TABLE 523 UAE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 345 TABLE 524 UAE: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 345 TABLE 525 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 346 TABLE 526 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 346 TABLE 527 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 346 TABLE 528 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 346 TABLE 529 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 347 TABLE 530 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 347 TABLE 531 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 347 TABLE 532 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 347 TABLE 533 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 348 TABLE 534 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 348 TABLE 535 REST OF MIDDLE EAST: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 348 TABLE 536 REST OF MIDDLE EAST: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 349 TABLE 537 REST OF MIDDLE EAST: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 349 TABLE 538 REST OF MIDDLE EAST: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 349 TABLE 539 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 350 TABLE 540 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 350 TABLE 541 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 350 TABLE 542 REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 350 TABLE 543 REST OF MIDDLE EAST: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 351 TABLE 544 REST OF MIDDLE EAST: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 351 TABLE 545 REST OF MIDDLE EAST: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 352 TABLE 546 REST OF MIDDLE EAST: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 352 TABLE 547 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 353 TABLE 548 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 353 TABLE 549 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 353 TABLE 550 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 353 TABLE 551 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 354 TABLE 552 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 354 TABLE 553 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 354 TABLE 554 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 354 TABLE 555 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 355 TABLE 556 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 355 TABLE 557 AFRICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 355 TABLE 558 AFRICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 356 TABLE 559 AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 356 TABLE 560 AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 356 TABLE 561 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 357 TABLE 562 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 357 TABLE 563 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 357 TABLE 564 AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 357 TABLE 565 AFRICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 358 TABLE 566 AFRICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 358 TABLE 567 AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 359 TABLE 568 AFRICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 359 TABLE 569 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 360 TABLE 570 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 361 TABLE 571 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 361 TABLE 572 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 361 TABLE 573 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 361 TABLE 574 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 362 TABLE 575 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 362 TABLE 576 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 362 TABLE 577 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 362 TABLE 578 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 363 TABLE 579 LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 363 TABLE 580 ATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 363 TABLE 581 LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 364 TABLE 582 LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 364 TABLE 583 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 364 TABLE 584 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 365 TABLE 585 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 365 TABLE 586 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 365 TABLE 587 LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 366 TABLE 588 LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 366 TABLE 589 LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 367 TABLE 590 LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 367 TABLE 591 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2020–2024 (USD MILLION) 367 TABLE 592 LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2025–2031 (USD MILLION) 367 TABLE 593 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 368 TABLE 594 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 368 TABLE 595 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 369 TABLE 596 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 369 TABLE 597 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 369 TABLE 598 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 369 TABLE 599 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 370 TABLE 600 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 370 TABLE 601 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 370 TABLE 602 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 370 TABLE 603 BRAZIL: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 371 TABLE 604 BRAZIL: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 371 TABLE 605 BRAZIL: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 371 TABLE 606 BRAZIL: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 372 TABLE 607 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 372 TABLE 608 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 372 TABLE 609 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 373 TABLE 610 BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 373 TABLE 611 BRAZIL: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 373 TABLE 612 BRAZIL: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 374 TABLE 613 BRAZIL: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 374 TABLE 614 BRAZIL: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 374 TABLE 615 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 375 TABLE 616 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 375 TABLE 617 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 376 TABLE 618 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 376 TABLE 619 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 376 TABLE 620 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 376 TABLE 621 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 377 TABLE 622 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 377 TABLE 623 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 377 TABLE 624 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 377 TABLE 625 MEXICO: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 378 TABLE 626 MEXICO: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 378 TABLE 627 MEXICO: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 378 TABLE 628 MEXICO: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 379 TABLE 629 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 379 TABLE 630 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 379 TABLE 631 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 380 TABLE 632 MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 380 TABLE 633 MEXICO: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 380 TABLE 634 MEXICO: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 381 TABLE 635 MEXICO: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 381 TABLE 636 MEXICO: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 381 TABLE 637 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2020–2024 (USD MILLION) 382 TABLE 638 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2025–2031 (USD MILLION) 382 TABLE 639 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2020–2024 (USD MILLION) 382 TABLE 640 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2025–2031 (USD MILLION) 383 TABLE 641 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2020–2024 (USD MILLION) 383 TABLE 642 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE DEPLOYMENT MODE, 2025–2031 (USD MILLION) 383 TABLE 643 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2020–2024 (USD MILLION) 383 TABLE 644 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2025–2031 (USD MILLION) 384 TABLE 645 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2020–2024 (USD MILLION) 384 TABLE 646 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2025–2031 (USD MILLION) 384 TABLE 647 REST OF LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2020–2024 (USD MILLION) 385 TABLE 648 REST OF LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY SOFTWARE MARKET, BY TYPE, 2025–2031 (USD MILLION) 385 TABLE 649 REST OF LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2020–2024 (USD MILLION) 386 TABLE 650 REST OF LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY TYPE, 2025–2031 (USD MILLION) 386 TABLE 651 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2020–2024 (USD MILLION) 386 TABLE 652 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2025–2031 (USD MILLION) 387 TABLE 653 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2020–2024 (USD MILLION) 387 TABLE 654 REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2025–2031 (USD MILLION) 387 TABLE 655 REST OF LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2020–2024 (USD MILLION) 388 TABLE 656 REST OF LATIN AMERICA: GENERATIVE AI-BASED CYBERSECURITY END USERS, BY VERTICAL, 2025–2031 (USD MILLION) 388 TABLE 657 REST OF LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2020–2024 (USD MILLION) 389 TABLE 658 REST OF LATIN AMERICA: CYBERSECURITY SOFTWARE MARKET FOR GENERATIVE AI, BY END USER, 2025–2031 (USD MILLION) 389 TABLE 659 OVERVIEW OF STRATEGIES ADOPTED BY KEY GENERATIVE AI CYBERSECURITY VENDORS 391 TABLE 660 GENERATIVE AI CYBERSECURITY MARKET: DEGREE OF COMPETITION 394 TABLE 661 REGION FOOTPRINT (25 COMPANIES) 404 TABLE 662 OFFERING FOOTPRINT (25 COMPANIES) 405 TABLE 663 SECURITY TYPE FOOTPRINT (25 COMPANIES) 406 TABLE 664 END USER FOOTPRINT (25 COMPANIES) 407 TABLE 665 REGIONAL FOOTPRINT (13 COMPANIES) 410 TABLE 666 OFFERING FOOTPRINT (13 COMPANIES) 411 TABLE 667 SECURITY TYPE FOOTPRINT (13 COMPANIES) 411 TABLE 668 END USER FOOTPRINT (13 COMPANIES) 412 TABLE 669 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE: DETAILED LIST OF KEY STARTUPS/SMES 414 TABLE 670 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 415 TABLE 671 CYBERSECURITY SOFTWARE FOR GENERATIVE AI: DETAILED LIST OF KEY STARTUPS/SMES 417 TABLE 672 CYBERSECURITY SOFTWARE FOR GENERATIVE AI: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 418 TABLE 673 GENERATIVE AI CYBERSECURITY MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2023–AUGUST 2025 419 TABLE 674 GENERATIVE AI CYBERSECURITY MARKET: DEALS, MAY 2023–JUNE 2024 421 TABLE 675 MICROSOFT: COMPANY OVERVIEW 427 TABLE 676 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 428 TABLE 677 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 428 TABLE 678 MICROSOFT: DEALS 429 TABLE 679 IBM: COMPANY OVERVIEW 430 TABLE 680 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 431 TABLE 681 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 432 TABLE 682 IBM: DEALS 433 TABLE 683 GOOGLE: COMPANY OVERVIEW 434 TABLE 684 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 435 TABLE 685 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 436 TABLE 686 GOOGLE: DEALS 436 TABLE 687 SENTINELONE: COMPANY OVERVIEW 438 TABLE 688 SENTINELONE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 439 TABLE 689 SENTINELONE: PRODUCT LAUNCHES AND ENHANCEMENTS 439 TABLE 690 SENTINELONE: DEALS 440 TABLE 691 NVIDIA: COMPANY OVERVIEW 442 TABLE 692 NVIDIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 443 TABLE 693 NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS 444 TABLE 694 NVIDIA: DEALS 444 TABLE 695 NEURALTRUST: COMPANY OVERVIEW 445 TABLE 696 NEURALTRUST: PRODUCTS/SOLUTIONS/SERVICES OFFERED 446 TABLE 697 AWS: COMPANY OVERVIEW 457 TABLE 698 AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 458 TABLE 699 AWS: DEALS 459 TABLE 700 CISCO: COMPANY OVERVIEW 460 TABLE 701 CISCO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 461 TABLE 702 CISCO: PRODUCT LAUNCHES AND ENHANCEMENTS 462 TABLE 703 CISCO: DEALS 462 TABLE 704 CROWDSTRIKE: COMPANY OVERVIEW 463 TABLE 705 CROWDSTRIKE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 464 TABLE 706 CROWDSTRIKE: PRODUCT LAUNCHES AND ENHANCEMENTS 465 TABLE 707 CROWDSTRIKE: DEALS 466 TABLE 708 FORTINET: COMPANY OVERVIEW 467 TABLE 709 FORTINET: PRODUCTS/PRODUCTS/SOLUTIONS/SERVICES OFFERED 468 TABLE 710 FORTINET: PRODUCT LAUNCHES AND ENHANCEMENTS 469 TABLE 711 FORTINET: DEALS 469 TABLE 712 ZSCALER: COMPANY OVERVIEW 470 TABLE 713 ZSCALER: PRODUCTS/SOLUTIONS/SERVICES OFFERED 471 TABLE 714 ZSCALER: PRODUCT LAUNCHES AND ENHANCEMENTS 472 TABLE 715 ZSCALER: DEALS 472 TABLE 716 GENERATIVE AI MARKET, BY OFFERING, 2020–2024 (USD MILLION) 486 TABLE 717 GENERATIVE AI MARKET, BY OFFERING, 2025–2032 (USD MILLION) 486 TABLE 718 GENERATIVE AI MARKET, BY DATA MODALITY, 2020–2024 (USD MILLION) 487 TABLE 719 GENERATIVE AI MARKET, BY DATA MODALITY, 2025–2032 (USD MILLION) 487 TABLE 720 GENERATIVE AI MARKET, BY APPLICATION, 2020–2024 (USD MILLION) 488 TABLE 721 GENERATIVE AI MARKET, BY APPLICATION, 2025–2032 (USD MILLION) 488 TABLE 722 GENERATIVE AI MARKET, BY END USER, 2020–2024 (USD MILLION) 489 TABLE 723 GENERATIVE AI MARKET, BY END USER, 2025–2032 (USD MILLION) 489 TABLE 724 GENERATIVE AI MARKET, BY REGION, 2020–2024 (USD MILLION) 490 TABLE 725 GENERATIVE AI MARKET, BY REGION, 2025–2032 (USD MILLION) 490 TABLE 726 AI IN CYBERSECURITY MARKET, BY OFFERING, 2019–2022 (USD MILLION) 492 TABLE 727 AI IN CYBERSECURITY MARKET, BY OFFERING, 2023–2028 (USD MILLION) 492 TABLE 728 AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019–2022 (USD MILLION) 493 TABLE 729 AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023–2028 (USD MILLION) 493 TABLE 730 AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION) 494 TABLE 731 AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 494 TABLE 732 AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 495 TABLE 733 AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 495 TABLE 734 AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019–2022 (USD MILLION) 496 TABLE 735 AI IN CYBERSECURITY MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 496 TABLE 736 AI IN CYBERSECURITY MARKET, BY REGION, 2019–2022 (USD MILLION) 497 TABLE 737 AI IN CYBERSECURITY MARKET, BY REGION, 2023–2028 (USD MILLION) 497 FIGURE 1 GENERATIVE AI CYBERSECURITY MARKET: RESEARCH DESIGN 57 FIGURE 2 GENERATIVE AI CYBERSECURITY MARKET: DATA TRIANGULATION 60 FIGURE 3 GENERATIVE AI CYBERSECURITY MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 61 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1, BOTTOM-UP (SUPPLY-SIDE): REVENUE FROM SOLUTION AND SERVICE PROVIDERS IN GENERATIVE AI CYBERSECURITY MARKET 62 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM KEY COMPANIES IN GENERATIVE AI CYBERSECURITY MARKET 63 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 64 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 64 FIGURE 8 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE SEGMENT TO HOLD LARGEST MARKET SIZE IN 2025 72 FIGURE 9 NETWORK SECURITY SEGMENT TO HOLD MAJOR MARKET SHARE IN 2025 72 FIGURE 10 THREAT DETECTION & INTELLIGENCE SOFTWARE SEGMENT TO LEAD MARKET IN 2025 73 FIGURE 11 GENERATIVE AI APPLICATION SECURITY SEGMENT TO HOLD LARGEST MARKET SIZE IN 2025 73 FIGURE 12 GENERATIVE AI-BASED END USERS TO BE LARGEST SEGMENT IN 2025 73 FIGURE 13 HEALTHCARE & LIFE SCIENCES PROVIDERS TO WITNESS HIGHEST GROWTH RATE DURING FORECAST PERIOD 74 FIGURE 14 ASIA PACIFIC TO REGISTER FASTEST GROWTH BETWEEN 2025 AND 2031 74 FIGURE 15 SAAS ADOPTION AND REGULATORY PUSH TO FUEL GENERATIVE AI CYBERSECURITY DEMAND 75 FIGURE 16 DATABASE SECURITY SEGMENT TO HAVE HIGHEST GROWTH RATE DURING FORECAST PERIOD 76 FIGURE 17 SOFTWARE AND DATABASE SECURITY TO BE LARGEST SEGMENT IN NORTH AMERICA GENERATIVE AI CYBERSECURITY MARKET IN 2025 76 FIGURE 18 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2025 77 FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: GENERATIVE AI CYBERSECURITY MARKET 78 FIGURE 20 EVOLUTION OF GENERATIVE AI CYBERSECURITY 84 FIGURE 21 GENERATIVE AI CYBERSECURITY MARKET: SUPPLY CHAIN ANALYSIS 86 FIGURE 22 KEY PLAYERS IN GENERATIVE AI CYBERSECURITY MARKET ECOSYSTEM 89 FIGURE 23 GENERATIVE AI CYBERSECURITY MARKET: INVESTMENT LANDSCAPE AND FUNDING SCENARIO 91 FIGURE 24 NUMBER OF PATENTS GRANTED, 2019–2025 106 FIGURE 25 REGIONAL ANALYSIS OF PATENTS GRANTED, 2019–2025 108 FIGURE 26 GENERATIVE AI CYBERSECURITY MARKET: PORTER’S FIVE FORCES ANALYSIS 112 FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE GENERATIVE AI-BASED CYBERSECURITY VERTICALS 114 FIGURE 28 KEY BUYING CRITERIA FOR TOP THREE GENERATIVE AI-BASED CYBERSECURITY VERTICALS 115 FIGURE 29 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 116 FIGURE 30 SOFTWARE SEGMENT TO DOMINATE MARKET IN 2025 AND 2030 118 FIGURE 31 APPLICATION SECURITY SEGMENT TO DOMINATE MARKET IN 2025 133 FIGURE 32 GENERATIVE AI-BASED CYBERSECURITY END USERS TO LEAD MARKET IN 2025 148 FIGURE 33 THREAT DETECTION & INTELLIGENCE SOFTWARE TO HOLD LARGEST MARKET IN 2025 171 FIGURE 34 NETWORK SECURITY SEGMENT TO HOLD LARGER MARKET IN 2025 194 FIGURE 35 INDIA TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 221 FIGURE 36 NORTH AMERICA TO LEAD MARKET IN 2025 222 FIGURE 37 NORTH AMERICA: MARKET SNAPSHOT 224 FIGURE 38 ASIA PACIFIC: MARKET SNAPSHOT 286 FIGURE 39 TOP FIVE PLAYERS DOMINATED MARKET FOR LAST FIVE YEARS 393 FIGURE 40 SHARE OF LEADING COMPANIES IN GENERATIVE AI CYBERSECURITY MARKET, 2024 394 FIGURE 41 PRODUCT COMPARATIVE ANALYSIS: GENERATIVE AI-BASED CYBERSECURITY 397 FIGURE 42 PRODUCT COMPARATIVE ANALYSIS: CYBERSECURITY FOR GENERATIVE AI 399 FIGURE 43 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 400 FIGURE 44 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS 401 FIGURE 45 GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024 402 FIGURE 46 COMPANY FOOTPRINT (25 COMPANIES) 403 FIGURE 47 GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS OFFERING CYBERSECURITY SOLUTIONS FOR GEN AI), 2024 409 FIGURE 48 COMPANY FOOTPRINT (13 COMPANIES) 410 FIGURE 49 GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024 414 FIGURE 50 GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES OFFERING CYBERSECURITY SOLUTIONS FOR GENERATIVE AI), 2024 417 FIGURE 51 MICROSOFT: COMPANY SNAPSHOT 427 FIGURE 52 IBM: COMPANY SNAPSHOT 431 FIGURE 53 GOOGLE: COMPANY SNAPSHOT 435 FIGURE 54 SENTINELONE: COMPANY SNAPSHOT 439 FIGURE 55 NVIDIA: COMPANY SNAPSHOT 443 FIGURE 56 AWS: COMPANY SNAPSHOT 458 FIGURE 57 CISCO: COMPANY SNAPSHOT 461 FIGURE 58 CROWDSTRIKE: COMPANY SNAPSHOT 464 FIGURE 1 GENERATIVE AI CYBERSECURITY MARKET: RESEARCH DESIGN 57 FIGURE 2 GENERATIVE AI CYBERSECURITY MARKET: DATA TRIANGULATION 60 FIGURE 3 GENERATIVE AI CYBERSECURITY MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 61 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 1, BOTTOM-UP (SUPPLY-SIDE): REVENUE FROM SOLUTION AND SERVICE PROVIDERS IN GENERATIVE AI CYBERSECURITY MARKET 62 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY—APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM KEY COMPANIES IN GENERATIVE AI CYBERSECURITY MARKET 63 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 64 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 64 FIGURE 8 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE SEGMENT TO HOLD LARGEST MARKET SIZE IN 2025 72 FIGURE 9 NETWORK SECURITY SEGMENT TO HOLD MAJOR MARKET SHARE IN 2025 72 FIGURE 10 THREAT DETECTION & INTELLIGENCE SOFTWARE SEGMENT TO LEAD MARKET IN 2025 73 FIGURE 11 GENERATIVE AI APPLICATION SECURITY SEGMENT TO HOLD LARGEST MARKET SIZE IN 2025 73 FIGURE 12 GENERATIVE AI-BASED END USERS TO BE LARGEST SEGMENT IN 2025 73 FIGURE 13 HEALTHCARE & LIFE SCIENCES PROVIDERS TO WITNESS HIGHEST GROWTH RATE DURING FORECAST PERIOD 74 FIGURE 14 ASIA PACIFIC TO REGISTER FASTEST GROWTH BETWEEN 2025 AND 2031 74 FIGURE 15 SAAS ADOPTION AND REGULATORY PUSH TO FUEL GENERATIVE AI CYBERSECURITY DEMAND 75 FIGURE 16 DATABASE SECURITY SEGMENT TO HAVE HIGHEST GROWTH RATE DURING FORECAST PERIOD 76 FIGURE 17 SOFTWARE AND DATABASE SECURITY TO BE LARGEST SEGMENT IN NORTH AMERICA GENERATIVE AI CYBERSECURITY MARKET IN 2025 76 FIGURE 18 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2025 77 FIGURE 19 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: GENERATIVE AI CYBERSECURITY MARKET 78 FIGURE 20 EVOLUTION OF GENERATIVE AI CYBERSECURITY 84 FIGURE 21 GENERATIVE AI CYBERSECURITY MARKET: SUPPLY CHAIN ANALYSIS 86 FIGURE 22 KEY PLAYERS IN GENERATIVE AI CYBERSECURITY MARKET ECOSYSTEM 89 FIGURE 23 GENERATIVE AI CYBERSECURITY MARKET: INVESTMENT LANDSCAPE AND FUNDING SCENARIO 91 FIGURE 24 NUMBER OF PATENTS GRANTED, 2019–2025 106 FIGURE 25 REGIONAL ANALYSIS OF PATENTS GRANTED, 2019–2025 108 FIGURE 26 GENERATIVE AI CYBERSECURITY MARKET: PORTER’S FIVE FORCES ANALYSIS 112 FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE GENERATIVE AI-BASED CYBERSECURITY VERTICALS 114 FIGURE 28 KEY BUYING CRITERIA FOR TOP THREE GENERATIVE AI-BASED CYBERSECURITY VERTICALS 115 FIGURE 29 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 116 FIGURE 30 SOFTWARE SEGMENT TO DOMINATE MARKET IN 2025 AND 2030 118 FIGURE 31 APPLICATION SECURITY SEGMENT TO DOMINATE MARKET IN 2025 133 FIGURE 32 GENERATIVE AI-BASED CYBERSECURITY END USERS TO LEAD MARKET IN 2025 148 FIGURE 33 THREAT DETECTION & INTELLIGENCE SOFTWARE TO HOLD LARGEST MARKET IN 2025 171 FIGURE 34 NETWORK SECURITY SEGMENT TO HOLD LARGER MARKET IN 2025 194 FIGURE 35 INDIA TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD 221 FIGURE 36 NORTH AMERICA TO LEAD MARKET IN 2025 222 FIGURE 37 NORTH AMERICA: MARKET SNAPSHOT 224 FIGURE 38 ASIA PACIFIC: MARKET SNAPSHOT 286 FIGURE 39 TOP FIVE PLAYERS DOMINATED MARKET FOR LAST FIVE YEARS 393 FIGURE 40 SHARE OF LEADING COMPANIES IN GENERATIVE AI CYBERSECURITY MARKET, 2024 394 FIGURE 41 PRODUCT COMPARATIVE ANALYSIS: GENERATIVE AI-BASED CYBERSECURITY 397 FIGURE 42 PRODUCT COMPARATIVE ANALYSIS: CYBERSECURITY FOR GENERATIVE AI 399 FIGURE 43 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 400 FIGURE 44 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS 401 FIGURE 45 GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024 402 FIGURE 46 COMPANY FOOTPRINT (25 COMPANIES) 403 FIGURE 47 GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS OFFERING CYBERSECURITY SOLUTIONS FOR GEN AI), 2024 409 FIGURE 48 COMPANY FOOTPRINT (13 COMPANIES) 410 FIGURE 49 GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024 414 FIGURE 50 GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES OFFERING CYBERSECURITY SOLUTIONS FOR GENERATIVE AI), 2024 417 FIGURE 51 MICROSOFT: COMPANY SNAPSHOT 427 FIGURE 52 IBM: COMPANY SNAPSHOT 431 FIGURE 53 GOOGLE: COMPANY SNAPSHOT 435 FIGURE 54 SENTINELONE: COMPANY SNAPSHOT 439 FIGURE 55 NVIDIA: COMPANY SNAPSHOT 443 FIGURE 56 AWS: COMPANY SNAPSHOT 458 FIGURE 57 CISCO: COMPANY SNAPSHOT 461 FIGURE 58 CROWDSTRIKE: COMPANY SNAPSHOT 464 FIGURE 59 FORTINET: COMPANY SNAPSHOT 468 FIGURE 60 ZSCALER: COMPANY SNAPSHOT 471 59 FORTINET: COMPANY SNAPSHOT 468 FIGURE 60 ZSCALER: COMPANY SNAPSHOT 471

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