Table of Content

TABLE OF CONTENTS
1 INTRODUCTION 
    1.1. OBJECTIVES OF THE STUDY 
    1.2. MARKET DEFINITION 
           1.2.1. INCLUSIONS AND EXCLUSIONS
    1.3. MARKET SCOPE 
           1.3.1. MARKET SEGMENTATION
           1.3.2. REGIONS COVERED
           1.3.3. YEARS CONSIDERED FOR THE STUDY
    1.4. CURRENCY CONSIDERED 
    1.5. STAKEHOLDERS 
2 RESEARCH METHODOLOGY 
    2.1. RESEARCH DATA 
           2.1.1. SECONDARY DATA
           2.1.2. PRIMARY DATA
                    2.1.2.1. BREAKUP OF PRIMARY PROFILES
                    2.1.2.2. KEY INDUSTRY INSIGHTS
    2.2. MARKET BREAKUP AND DATA TRIANGULATION 
    2.3. MARKET SIZE ESTIMATION 
           2.3.1. TOP-DOWN APPROACH
           2.3.2. BOTTOM-UP APPROACH
    2.4. MARKET FORECAST 
    2.5. ASSUMPTIONS FOR THE STUDY 
    2.6. LIMITATIONS OF THE STUDY 
3 EXECUTIVE SUMMARY 
4 PREMIUM INSIGHTS 
    4.1. ATTRACTIVE OPPORTUNITIES IN THE GLOBAL GENERATIVE AI CYBERSECURITY MARKET 
    4.2. GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2024 VS. 2030 
    4.3. GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY SOLUTIONS, 2024 VS. 2030 
    4.4. GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOLUTIONS FOR GENERATIVE AI, 2024 VS. 2030 
    4.5. GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2024 VS. 2030 
    4.6. GENERATIVE AI CYBERSECURITY MARKET, BY END-USER, 2024 VS. 2030 
    4.7. GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024 
5 MARKET OVERVIEW 
    5.1. INTRODUCTION 
    5.2. MARKET DYNAMICS 
           5.2.1. DRIVERS
           5.2.2. RESTRAINTS
           5.2.3. OPPORTUNITIES
           5.2.4. CHALLENGES
    5.3. EVOLUTION OF GENERATIVE AI CYBERSECURITY 
    5.4. SUPPLY CHAIN ANALYSIS 
    5.5. ECOSYSTEM ANALYSIS 
    5.6. INVESTMENT LANDSCAPE AND FUNDING SCENARIO 
    5.7. GUARDRAILING LARGE LANGUAGE MODELS 
           5.7.1. NEED TO GUARDRAIL LLMS
           5.7.2. THREE PILLARS OF LLM GUARDRAILS
                    5.7.2.1. POLICY ENFORCEMENT
                    5.7.2.2. CONTEXTUAL UNDERSTANDING
                    5.7.2.3. CONTINOUS ADAPTABILITY
           5.7.3. TYPES OF LLM GUARDRAILS
                    5.7.3.1. ETHICAL GUARDRAILS
                    5.7.3.2. COMPLIANCE GUARDRAILS
                    5.7.3.3. CONTEXTUAL GUARDRAILS
                    5.7.3.4. SECURITY GUARDRAILS
                    5.7.3.5. ADAPTIVE GUARDRAILS
           5.7.4. IMPLEMENTING LLM GUARDRAILS
    5.8. CASE STUDY ANALYSIS 
           5.8.1. CASE STUDY 1
           5.8.2. CASE STUDY 2
           5.8.3. CASE STUDY 3
    5.9. TECHNOLOGY ANALYSIS 
           5.9.1. KEY TECHNOLOGIES
                    5.9.1.1. ADVERSARIAL MACHINE LEARNING
                    5.9.1.2. FEDERATED LEARNING SECURITY
                    5.9.1.3. DIFFERENTIAL PRIVACY
                    5.9.1.4. HOMOMORPHIC ENCRYPTION
                    5.9.1.5. SECURE MULTI-PARTY COMPUTATION
           5.9.2. COMPLEMENTARY TECHNOLOGIES
                    5.9.2.1. BLOCKCHAIN
                    5.9.2.2. ZERO-TRUST ARCHITECTURE
                    5.9.2.3. ENDPOINT DETECTION AND RESPONSE (EDR)
                    5.9.2.4. VULNERABILITY MANAGEMENT
           5.9.3. ADJACENT TECHNOLOGIES
                    5.9.3.1. QUANTUM COMPUTING
                    5.9.3.2. DEVSECOPS
                    5.9.3.3. FORENSICS AND INCIDENT RESPONSE
                    5.9.3.4. BIG DATA ANALYTICS
           5.10. REGULATORY LANDSCAPE
                    5.10.1. REGULATORY BODIES, GOVERNMENT AGENCIES AND OTHER ORGANIZATIONS
                               5.10.1.1. NORTH AMERICA
                               5.10.1.2. EUROPE
                               5.10.1.3. ASIA PACIFIC
                               5.10.1.4. MIDDLE EAST AND AFRICA
                               5.10.1.5. LATIN AMERICA
           5.11. PATENT ANALYSIS
                    5.11.1. METHODOLOGY
                    5.11.2. PATENTS FILED, BY DOCUMENT TYPE, 2015–2024
                    5.11.3. INNOVATION AND PATENT APPLICATIONS
                               5.11.3.1. TOP APPLICANTS
           5.12. PRICING ANALYSIS
                    5.12.1. AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE
                    5.12.2. INDICATIVE PRICING ANALYSIS, BY OFFERING
           5.13. KEY CONFERENCES AND EVENTS, 2024-2025
           5.14. PORTER FIVE FORCES ANALYSIS
                    5.14.1. THREAT FROM NEW ENTRANTS
                    5.14.2. THREAT OF SUBSTITUTES
                    5.14.3. BARGAINING POWER OF SUPPLIERS
                    5.14.4. BARGAINING POWER OF BUYERS
                    5.14.5. INTENSITY OF COMPETITION RIVALRY
           5.15. GENERATIVE AI CYBERSECURITY TECHNOLOGY ROADMAP
                    5.15.1. SHORT-TERM ROADMAP (1–5 YEARS)
                    5.15.2. LONG-TERM ROADMAP (5+ YEARS)
           5.16. GENERATIVE AI CYBERSECURITY BUSINESS MODELS
           5.17. TRENDS/DISRUPTIONS IMPACTING BUYER/CLIENTS OF GENERATIVE AI CYBERSECURITY MARKET
           5.18. KEY STAKEHOLDERS AND BUYING CRITERIA
                    5.18.1. KEY STAKEHOLDERS IN BUYING PROCESS
                    5.18.2. BUYING CRITERIA
6 GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 
    6.1. INTRODUCTION 
           6.1.1. OFFERING: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
    6.2. SOFTWARE 
           6.2.1. SOFTWARE, BY TYPE
                    6.2.1.1. GENERATIVE AI-BASED CYBERSECURITY SOLUTIONS
                    6.2.1.2. CYBERSECURITY SOLUTIONS FOR GENERATIVE AI
           6.2.2. SOFTWARE, BY DEPLOYMENT MODE
                    6.2.2.1. CLOUD
                    6.2.2.2. ON-PREMISE
    6.3. SERVICES 
           6.3.1. PROFESSIONAL SERVICES
                    6.3.1.1. TRAINING & CONSULTING SERVICES
                    6.3.1.2. SYSTEM INTEGRATION & IMPLEMENTATION SERVICES
                    6.3.1.3. SUPPORT & MAINTENANCE SERVICES
           6.3.2. MANAGED SERVICES
7 GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY SOLUTIONS 
    7.1. INTRODUCTION 
           7.1.1. GENERATIVE AI-BASED CYBERSECURITY SOLUTIONS: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
    7.2. THREAT DETECTION & INTELLIGENCE SOFTWARE 
           7.2.1. AUTOMATED THREAT ANALYSIS
           7.2.2. SECURITY INFORMATION AND EVENT MANAGEMENT (SIEM)
           7.2.3. AI-NATIVE SECURITY ANALYSIS
           7.2.4. THREAT CORRELATION
           7.2.5. THREAT INTELLIGENCE
    7.3. RISK ASSESSMENT SOFTWARE 
           7.3.1. AUTOMATED RISK INSIGHTS
           7.3.2. IMPACT ANALYSIS
           7.3.3. RISK INTELLIGENCE
           7.3.4. COMPLIANCE AUTOMATION
           7.3.5. OTHERS (BEHAVIORAL RISK ANALYSIS, PREDICTIVE RISK MANAGEMENT)
    7.4. EXPOSURE MANAGEMENT SOFTWARE 
           7.4.1. VULNERABILITY ANALYSIS
           7.4.2. EXPOSURE PRIORITIZATION
           7.4.3. AUTOMATED EXPOSURE DETECTION
           7.4.4. INCIDENT RESPONSE
           7.4.5. OTHERS (PROACTIVE POSTURE MANAGEMENT, PREDICTIVE EXPOSURE ANALYSIS)
    7.5. PHISHING SIMULATION & PREVENTION SOFTWARE 
           7.5.1. PHISHING SIMULATION CAMPAIGNS
           7.5.2. PHISHING ATTACK ANALYSIS
           7.5.3. DEEPFAKE DETECTION
           7.5.4. FRAUD PREVENTION
           7.5.5. SOCIAL ENGINEERING DETECTION
    7.6. REMEDIATION GUIDANCE SOFTWARE 
           7.6.1. AUTOMATED REMEDIATION
           7.6.2. INTERACTIVE REMEDIATION SUPPORT
           7.6.3. PROACTIVE THREAT MANAGEMENT
           7.6.4. COMPLIANCE REMEDIATION
           7.6.5. OTHERS (DYNAMIC RESPONSE, CUSTOMIZED REMEDIATION PLANS)
    7.7. THREAT HUNTING PLATFORMS 
           7.7.1. REAL-TIME THREAT ANALYSIS
           7.7.2. NATURAL LANGUAGE QUERY INTERFACE
           7.7.3. BEHAVIOR ANALYSIS
           7.7.4. RESPONSE AUTOMATION
           7.7.5. OTHERS (PREDICTIVE THREAT HUNTING, AI-DRIVEN INVESTIGATIONS)
    7.8. CODE ANALYSIS SOFTWARE 
           7.8.1. CODE SNIPPET ANALYSIS
           7.8.2. SOURCE CODE PROTECTION
           7.8.3. VULNERABILITY DETECTION
           7.8.4. AUTOMATED CODE REVIEW
           7.8.5. COMPLIANCE CHECKS
8 GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOLUTIONS FOR GENERATIVE AI 
    8.1. INTRODUCTION 
           8.1.1. CYBERSECURITY SOLUTIONS FOR GENERATIVE AI: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
    8.2. GENERATIVE AI TRAINING DATA SECURITY SOFTWARE 
           8.2.1. DATA INTEGRITY VERIFICATION
           8.2.2. SECURE DATA AUGMENTATION
           8.2.3. AUTOMATED DATA CLEANING
           8.2.4. DATA QUALITY MONITORING
           8.2.5. DATA ANONYMIZATION
    8.3. GENERATIVE AI MODEL SECURITY SOFTWARE 
           8.3.1. MODEL INTEGRITY
           8.3.2. IMPACT ANALYSIS
           8.3.3. ADVERSARIAL TRAINING AND TESTING
           8.3.4. SECURE MODEL TRAINING ENVIRONMENTS
           8.3.5. MODEL DRIFT & BIAS DETECTION
           8.3.6. ROBUSTNESS TESTING
    8.4. GENERATIVE AI INFRASTRUCTURE SECURITY SOFTWARE 
           8.4.1. CONTINUOUS MONITORING
           8.4.2. AUTOMATED SECURITY PATCHING
           8.4.3. SECURE API MANAGEMENT
           8.4.4. REAL-TIME THREAT DETECTION
           8.4.5. SECURITY AUDITS
    8.5. GENERATIVE AI APPLICATION SECURITY SOFTWARE 
           8.5.1. PROMPT INJECTION SECURITY
           8.5.2. DATA LEAKAGE PREVENTION
           8.5.3. USER AUTHENTICATION AND ACCESS CONTROL
           8.5.4. MONITORING AND ANOMALY DETECTION
           8.5.5. ETHICAL AI GOVERNANCE
9 GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE 
    9.1. INTRODUCTION 
           9.1.1. SECURITY TYPE: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
    9.2. DATABASE SECURITY 
           9.2.1. DATA LOSS PREVENTION (DLP)
           9.2.2. DATA USAGE MONITORING
           9.2.3. DATA COMPLIANCE & GOVERNANCE
           9.2.4. DATA ENCRYPTION
           9.2.5. DATA MASKING & TOKENIZATION
           9.2.6. ACCESS CONTROL
    9.3. NETWORK SECURITY 
           9.3.1. NETWORK TRAFFIC ANALYSIS
           9.3.2. SECURE ACCESS SERVICE EDGE (SASE)
           9.3.3. ZERO TRUST NETWORK ACCESS
           9.3.4. FIREWALLS
           9.3.5. INTRUSION DETECTION/PREVENTION SYSTEMS (IDS/IPS)
           9.3.6. VPNS AND SECURE TUNNELING
    9.4. ENDPOINT SECURITY 
           9.4.1. ENDPOINT DETECTION & RESPONSE (EDR)
           9.4.2. ENDPOINT PROTECTION PLATFORMS
    9.5. APPLICATION SECURITY 
           9.5.1. STATIC APPLICATION SECURITY TESTING (SAST)
           9.5.2. DYNAMIC APPLICATION SECURITY TESTING (DAST)
           9.5.3. LLM SECURITY
           9.5.4. RUNTIME PROTECTION
           9.5.5. INCIDENT RESPONSE & RECOVERY 
           9.5.6. GOVERNANCE, RISK, AND COMPLIANCE (GRC)
10 GENERATIVE AI CYBERSECURITY MARKET, BY END-USER 
     10.1. INTRODUCTION 
               10.1.1. END-USER: MARKET DRIVERS
     10.2. END-USER: GENERATIVE AI-BASED CYBERSECURITY 
               10.2.1. BFSI
               10.2.2. IT & ITES
               10.2.3. TELECOMMUNICATIONS
               10.2.4. GOVERNMENT & DEFENSE
               10.2.5. HEALTHCARE & LIFE SCIENCES
               10.2.6. MANUFACTURING
               10.2.7. MEDIA & ENTERTAINMENT
               10.2.8. RETAIL & E-COMMERCE
               10.2.9. ENERGY & UTILITIES
                       10.2.10. AUTOMOTIVE, TRANSPORTATION & LOGISTICS
                       10.2.11. OTHER ENTERPRISES
     10.3. END-USER: CYBERSECURITY FOR GENERATIVE AI  
               10.3.1. CLOUD HYPERSCALERS
               10.3.2. MANAGED SECURITY SERVICE PROVIDERS
               10.3.3. GENERATIVE AI PROVIDERS
            10.3.3.1. FOUNDATION MODEL/LLM DEVELOPERS
            10.3.3.2. DATA ANNOTATORS
            10.3.3.3. CONTENT CREATION PLATFORM PROVIDERS
            10.3.3.4. GENERATIVE AI AS A SERVICE PROVIDERS
11 GENERATIVE AI CYBERSECURITY MARKET, BY REGION 
     11.1. INTRODUCTION 
     11.2. NORTH AMERICA 
               11.2.1. NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
               11.2.2. MACROECONOMIC OUTLOOK FOR NORTH AMERICA
               11.2.3. UNITED STATES
               11.2.4. CANADA
     11.3. EUROPE 
               11.3.1. EUROPE: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
               11.3.2. MACROECONOMIC OUTLOOK FOR EUROPE
               11.3.3. UK
               11.3.4. GERMANY
               11.3.5. FRANCE
               11.3.6. ITALY
               11.3.7. SPAIN
               11.3.8. NETHERLANDS
               11.3.9. REST OF EUROPE
     11.4. ASIA PACIFIC 
               11.4.1. ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
               11.4.2. MACROECONOMIC OUTLOOK FOR ASIA PACIFIC
               11.4.3. CHINA
               11.4.4. INDIA
               11.4.5. JAPAN
               11.4.6. SOUTH KOREA
               11.4.7. ASEAN
               11.4.8. AUSTRALIA & NEW ZEALAND
               11.4.9. REST OF ASIA PACIFIC
     11.5. MDDLE EAST AND AFRICA 
               11.5.1. MDDLE EAST AND AFRICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
               11.5.2. MACROECONOMIC OUTLOOK FOR MDDLE EAST AND AFRICA
               11.5.3. SAUDI ARABIA
               11.5.4. UAE
               11.5.5. QATAR
               11.5.6. TURKEY
               11.5.7. REST OF MIDDLE EAST
               11.5.8. AFRICA
     11.6. LATIN AMERICA 
               11.6.1. LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS
               11.6.2. MACROECONOMIC OUTLOOK FOR LATIN AMERICA
               11.6.3. BRAZIL
               11.6.4. MEXICO
               11.6.5. ARGENTINA
               11.6.6. REST OF LATIN AMERICA
12 COMPETITIVE LANDSCAPE 
     12.1. OVERVIEW 
     12.2. STRATEGIES ADOPTED BY KEY PLAYERS 
               12.2.1. OVERVIEW OF STRATEGIES ADOPTED BY KEY GENERATIVE AI CYBERSECURITY VENDORS
     12.3. REVENUE ANALYSIS OF KEY PLAYERS 
               12.3.1. BUSINESS SEGMENT REVENUE ANALYSIS
     12.4. MARKET SHARE ANALYSIS 
               12.4.1. MARKET RANKING ANALYSIS
     12.5. PRODUCT COMPARATIVE ANALYSIS 
               12.5.1. PRODUCT COMPARATIVE ANALYSIS: GENERATIVE AI-BASED CYBERSECURITY
            12.5.1.1. SECURITY COPILOT (MICROSOFT)
            12.5.1.2. PURPLE AI (SENTINEL ONE)
            12.5.1.3. SEC-PALM (GOOGLE)
            12.5.1.4. CHARLOTTE AI (CROWDSTRIKE)
            12.5.1.5. PREVENT (DARKTRACE)
            12.5.1.6. ZDX COPILOT (ZSCALER)
            12.5.1.7. FORTI AI (FORTINET)
            12.5.1.8. PRECISION AI (PALO ALTO)
               12.5.2. PRODUCT COMPARATIVE ANALYSIS: CYBERSECURITY FOR GENERATIVE AI
            12.5.2.1. QRADAR (IBM)
            12.5.2.2. AI RUNTIME SECURITY (PALO ALTO)
            12.5.2.3. NITRO ENCLAVES (AWS)
            12.5.2.4. DEFENDER CLOUD (MICROSOFT)
            12.5.2.5. WATSONX GOVERNANCE (IBM)
            12.5.2.6. ZERO TRUST EXCHANGE (ZSCALER)
            12.5.2.7. NEMO LLM GUARDRAILS (NVIDIA)
            12.5.2.8. TRUELENS (TRUE ERA)
     12.6. COMPANY VALUATION AND FINANCIAL METRICS OF KEY GENERATIVE AI CYBERSECURITY VENDORS 
     12.7. COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 
               12.7.1. STARS
               12.7.2. EMERGING LEADERS
               12.7.3. PERVASIVE PLAYERS
               12.7.4. PARTICIPANTS
               12.7.5. COMPANY FOOTPRINT: KEY PLAYERS, 2023
            12.7.5.1. COMPANY FOOTPRINT
            12.7.5.2. REGION FOOTPRINT
            12.7.5.3. OFFERING FOOTPRINT
            12.7.5.4. SECURITY TYPE FOOTPRINT
            12.7.5.5. END-USER FOOTPRINT
     12.8. COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023 
               12.8.1. PROGRESSIVE COMPANIES
               12.8.2. RESPONSIVE COMPANIES
               12.8.3. DYNAMIC COMPANIES
               12.8.4. STARTING BLOCKS
               12.8.5. COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
            12.8.5.1. DETAILED LIST OF KEY STARTUPS/SMES
            12.8.5.2. COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
     12.9. COMPETITIVE SCENARIO AND TRENDS 
               12.9.1. PRODUCT LAUNCHES AND ENHANCEMENTS
               12.9.2. DEALS
               12.9.3. OTHERS
13 COMPANY PROFILES 
     13.1. INTRODUCTION 
     13.2. KEY PLAYERS 
               13.2.1. AWS
               13.2.2. BLACKBERRY
               13.2.3. CISCO
               13.2.4. CROWDSTRIKE
               13.2.5. DARKTRACE
               13.2.6. F5
               13.2.7. FORTINET
               13.2.8. GOOGLE
               13.2.9. IBM
                       13.2.10. LEXISNEXIS
                       13.2.11. MICROSOFT 
                       13.2.12. NVIDIA
                       13.2.13. OKTA
                       13.2.14. PALO ALTO NETWORKS
                       13.2.15. SANGFOR
                       13.2.16. SECURITYSCOREGUARD
                       13.2.17. SENTINELONE
                       13.2.18. SOPHOS
                       13.2.19. SYMANTEC
                       13.2.20. TRELLIX
                       13.2.21. TREND MICRO
                       13.2.22. VERACODE
                       13.2.23. ZSCALER 
     13.3. START-UPS/SMES 
               13.3.1. ABNORMAL SECURITY
               13.3.2. ADVERSA AI
               13.3.3. AQUASEC
               13.3.4. BIGID
               13.3.5. CHECKMARX
               13.3.6. COHESITY
               13.3.7. CREDO AI
               13.3.8. CYBEREASON
               13.3.9. DEEPKEEP
                       13.3.10. ELASTIC NV
                       13.3.11. FLASHPOINT 
                       13.3.12. MOSTLY AI
                       13.3.13. RECORDED FUTURE AI 
                       13.3.14. SECUREFRAME
                       13.3.15. SKYFLOW
                       13.3.16. SLASHNEXT
                       13.3.17. SYNK
                       13.3.18. TALON
                       13.3.19. TENABLE
                       13.3.20. TROJAI
                       13.3.21. VIRUSTOTAL
                       13.3.22. XENONSTACK
                       13.3.23. ZEROFOX
14 ADJACENT AND RELATED MARKETS 
     14.1. INTRODUCTION 
     14.2. GENERATIVE AI MARKET - GLOBAL FORECAST TO 2030 
               14.2.1. MARKET DEFINITION
               14.2.2. MARKET OVERVIEW
     14.3. ARTIFICIAL INTELLIGENCE (AI) IN CYBERSECURITY MARKET - GLOBAL FORECAST TO 2028 
               14.3.1. MARKET DEFINITION
               14.3.2. MARKET OVERVIEW
15 APPENDIX 
     15.1. DISCUSSION GUIDE 
     15.2. KNOWLEDGE STORE: MARKETANDMARKETS’ SUBSCRIPTION PORTAL 
     15.3. AVAILABLE CUSTOMIZATIONS 
     15.4. RELATED REPORTS 
     15.5. AUTHOR DETAILS

List of Figures

FIGURE 1 GENERATIVE AI CYBERSECURITY MARKET: RESEARCH DESIGN 56
FIGURE 2 DATA TRIANGULATION 59
FIGURE 3 GENERATIVE AI CYBERSECURITY MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 60
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1, BOTTOM-UP
(SUPPLY-SIDE): REVENUE FROM SOFTWARE/SERVICES OF GENERATIVE
AI CYBERSECURITY MARKET 61
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM-UP
(SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES
OF GENERATIVE AI CYBERSECURITY MARKET 62
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM-UP
(SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/SERVICES
OF GENERATIVE AI CYBERSECURITY MARKET 63
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 4, BOTTOM-UP
(DEMAND-SIDE): SHARE OF GENERATIVE AI CYBERSECURITY THROUGH
OVERALL IT SPENDING 64
FIGURE 8 SOFTWARE SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE IN 2024 72
FIGURE 9 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2024 73
FIGURE 10 CLOUD SEGMENT TO BECOME LEADING SOFTWARE DEPLOYMENT MODE IN 2024 73
FIGURE 11 PROFESSIONAL SERVICES SEGMENT TO REGISTER LARGER MARKET SHARE
IN 2024 74
FIGURE 12 TRAINING & CONSULTING SERVICES SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024 74
FIGURE 13 GENERATIVE AI APPLICATION SECURITY SOFTWARE SEGMENT TO ACCOUNT FOR LARGEST MARKET IN 2024 75
FIGURE 14 NETWORK SECURITY SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE
IN 2024 75
FIGURE 15 HEALTHCARE & LIFE SCIENCES SEGMENT TO BE FASTEST GROWING END USER DURING FORECAST PERIOD 76
FIGURE 16 FOUNDATION MODEL/LLM DEVELOPERS SEGMENT TO HOLD HIGHEST GROWTH RATE DURING FORECAST PERIOD 76
FIGURE 17 ASIA PACIFIC TO REGISTER HIGHEST GROWTH RATE DURING FORECAST PERIOD 77
FIGURE 18 AMALGAMATION OF GENERATIVE AI AND CYBERSECURITY TO COMBAT
NEW THREATS WHILST PROTECTING AI WORKLOADS TO DRIVE MARKET 78
FIGURE 19 DATABASE SECURITY SEGMENT TO ACCOUNT FOR HIGHEST GROWTH RATE DURING FORECAST PERIOD 79
FIGURE 20 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE AND NETWORK SECURITY SEGMENTS TO ACCOUNT FOR LARGEST SHARES IN NORTH AMERICA IN 2024 79
FIGURE 21 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2024 80
FIGURE 22 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: GENERATIVE
AI CYBERSECURITY MARKET 82
FIGURE 23 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 89
FIGURE 24 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP THREE SOFTWARE TYPES 91
FIGURE 25 GENERATIVE AI CYBERSECURITY MARKET: SUPPLY CHAIN ANALYSIS 94
FIGURE 26 KEY PLAYERS IN GENERATIVE AI CYBERSECURITY MARKET ECOSYSTEM 98
FIGURE 27 TECHNOLOGY ROADMAP FOR GENERATIVE AI CYBERSECURITY MARKET 105
FIGURE 28 NUMBER OF PATENTS GRANTED IN LAST SIX YEARS, 2019–2024 111
FIGURE 29 TOP TEN APPLICANTS IN GENERATIVE AI CYBERSECURITY MARKET, 2019–2024 111
FIGURE 30 REGIONAL ANALYSIS OF PATENTS GRANTED, 2019–2024 116
FIGURE 31 GENERATIVE AI CYBERSECURITY MARKET: PORTER’S FIVE FORCES ANALYSIS 130
FIGURE 32 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USERS 132
FIGURE 33 KEY BUYING CRITERIA FOR TOP THREE END USERS 133
FIGURE 34 EVOLUTION OF GENERATIVE AI CYBERSECURITY 134
FIGURE 35 MOST VALUED CYBERSECURITY START-UPS, JULY 2024 136
FIGURE 36 GENERATIVE AI-BASED CYBERSECURITY START-UPS: INVESTMENT LANDSCAPE AND FUNDING SCENARIO (USD MILLION AND NUMBER OF FUNDING ROUNDS) 138
FIGURE 37 START-UPS PROVIDING CYBERSECURITY FOR GENERATIVE AI: INVESTMENT LANDSCAPE AND FUNDING SCENARIO (USD MILLION AND NUMBER OF
FUNDING ROUNDS) 139
FIGURE 38 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 151
FIGURE 39 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 153
FIGURE 40 CLOUD SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 157
FIGURE 41 MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 161
FIGURE 42 SYSTEM INTEGRATION & IMPLEMENTATION SERVICES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 162
FIGURE 43 THREAT DETECTION & INTELLIGENCE SOFTWARE SEGMENT TO ACCOUNT FOR LARGEST MARKET DURING FORECAST PERIOD 170
FIGURE 44 GENERATIVE AI MODEL SECURITY SOFTWARE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 193
FIGURE 45 DATABASE SECURITY SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 207
FIGURE 46 GENERATIVE AI-BASED CYBERSECURITY END USERS SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 237
FIGURE 47 HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 238
FIGURE 48 GENERATIVE AI PROVIDERS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 255
FIGURE 49 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 265
FIGURE 50 ASIA PACIFIC TO REGISTER HIGHEST GROWTH RATE DURING FORECAST PERIOD 266
FIGURE 51 NORTH AMERICA: MARKET SNAPSHOT 268
FIGURE 52 ASIA PACIFIC: MARKET SNAPSHOT 297
FIGURE 53 TOP FIVE PLAYERS DOMINATING MARKET FOR LAST FIVE YEARS 350
FIGURE 54 SHARE OF LEADING COMPANIES IN GENERATIVE AI-BASED CYBERSECURITY MARKET, 2023 351
FIGURE 55 SHARE OF LEADING COMPANIES IN CYBERSECURITY FOR GENERATIVE
AI MARKET, 2023 354
FIGURE 56 PRODUCT COMPARATIVE ANALYSIS: GENERATIVE AI-BASED CYBERSECURITY (1/2) 356
FIGURE 57 PRODUCT COMPARATIVE ANALYSIS: GENERATIVE AI-BASED CYBERSECURITY (2/2) 357
FIGURE 58 BRAND/PRODUCT COMPARISON: CYBERSECURITY FOR GENERATIVE AI (1/2) 359
FIGURE 59 PRODUCT COMPARATIVE ANALYSIS: CYBERSECURITY FOR GENERATIVE AI (2/2) 360
FIGURE 60 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 362
FIGURE 61 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF
KEY VENDORS 362
FIGURE 62 GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX
(KEY PLAYERS FOR GENERATIVE AI-BASED CYBERSECURITY SOFTWARE), 2023 364
FIGURE 63 COMPANY FOOTPRINT (25 COMPANIES) 365
FIGURE 64 GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX
(KEY PLAYERS FOR CYBERSECURITY SOLUTIONS FOR GENERATIVE AI), 2023 371
FIGURE 65 COMPANY FOOTPRINT (13 COMPANIES) 372
FIGURE 66 GENERATIVE AI CYBERSECURITY MARKET: COMPANY EVALUATION MATRIX
(START-UPS/SMES), 2023 377
FIGURE 67 MICROSOFT: COMPANY SNAPSHOT 391
FIGURE 68 IBM: COMPANY SNAPSHOT 395
FIGURE 69 AWS: COMPANY SNAPSHOT 398
FIGURE 70 GOOGLE: COMPANY SNAPSHOT 402
FIGURE 71 SENTINELONE: COMPANY SNAPSHOT 407
FIGURE 72 NVIDIA: COMPANY SNAPSHOT 412
FIGURE 73 CISCO: COMPANY SNAPSHOT 415
FIGURE 74 CROWDSTRIKE: COMPANY SNAPSHOT 418
FIGURE 75 FORTINET: COMPANY SNAPSHOT 422
FIGURE 76 ZSCALER: COMPANY SNAPSHOT 425

List of Tables

TABLE 1 GENERATIVE AI CYBERSECURITY MARKET DETAILED SEGMENTATION 50
TABLE 2 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2023 53
TABLE 3 LIST OF PRIMARY INTERVIEWS 57
TABLE 4 FACTOR ANALYSIS 65
TABLE 5 GLOBAL GENERATIVE AI CYBERSECURITY MARKET SIZE AND GROWTH RATE, 2019–2023 (USD MILLION, Y-O-Y) 72
TABLE 6 GLOBAL GENERATIVE AI CYBERSECURITY MARKET SIZE AND GROWTH RATE, 2024–2030 (USD MILLION, Y-O-Y ) 72
TABLE 7 AVERAGE SELLING PRICE OF KEY PLAYERS FOR TOP THREE SOFTWARE
TYPES (USD) 91
TABLE 8 INDICATIVE PRICING LEVELS OF GENERATIVE AI CYBERSECURITY SOLUTIONS BY OFFERING 92
TABLE 9 GENERATIVE AI CYBERSECURITY MARKET: ECOSYSTEM 96
TABLE 10 PATENTS FILED, 2019–2024 110
TABLE 11 TOP 20 PATENT OWNERS IN GENERATIVE AI CYBERSECURITY MARKET 2019–2024 112
TABLE 12 LIST OF FEW PATENTS IN GENERATIVE AI CYBERSECURITY MARKET, 2022–2024 113
TABLE 13 GENERATIVE AI CYBERSECURITY MARKET: DETAILED LIST OF CONFERENCES
AND EVENTS, 2024–2025 116
TABLE 14 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES AND OTHER ORGANIZATIONS 118
TABLE 15 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES AND OTHER ORGANIZATIONS 119
TABLE 16 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES AND OTHER ORGANIZATIONS 119
TABLE 17 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 120
TABLE 18 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES AND OTHER ORGANIZATIONS 121
TABLE 19 PORTER’S FIVE FORCES’ IMPACT ON GENERATIVE AI CYBERSECURITY MARKET 130
TABLE 20 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USERS 132
TABLE 21 KEY BUYING CRITERIA FOR TOP THREE END USERS 133
TABLE 22 PROMINENT TECHNIQUES FOR PLACING GUARDRAILS ON LARGE LANGUAGE MODELS 143
TABLE 23 GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2019–2023 (USD MILLION) 152
TABLE 24 GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2024–2030 (USD MILLION) 152
TABLE 25 GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE 2019–2023 (USD MILLION) 153
TABLE 26 GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE 2024–2030 (USD MILLION) 153
TABLE 27 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 154
TABLE 28 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 155
TABLE 29 CYBERSECURITY SOFTWARE FOR GENERATIVE AI: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 156
TABLE 30 CYBERSECURITY SOFTWARE FOR GENERATIVE AI: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 156
TABLE 31 GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE 2019–2023 (USD MILLION) 157
TABLE 32 GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE 2024–2030 (USD MILLION) 157
TABLE 33 CLOUD: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2019–2023 (USD MILLION) 158
TABLE 34 CLOUD: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2024–2030 (USD MILLION) 158
TABLE 35 ON-PREMISES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2019–2023 (USD MILLION) 159
TABLE 36 ON-PREMISES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2024–2030 (USD MILLION) 160
TABLE 37 GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE 2019–2023 (USD MILLION) 161
TABLE 38 GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE 2024–2030 (USD MILLION) 161
TABLE 39 GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE 2019–2023 (USD MILLION) 162
TABLE 40 GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE 2024–2030 (USD MILLION) 163
TABLE 41 TRAINING & CONSULTING SERVICES: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 163
TABLE 42 TRAINING & CONSULTING SERVICES: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 164
TABLE 43 SYSTEM INTEGRATION & IMPLEMENTATION SERVICES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 165
TABLE 44 SYSTEM INTEGRATION & IMPLEMENTATION SERVICES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 165
TABLE 45 SUPPORT & MAINTENANCE SERVICES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 166
TABLE 46 SUPPORT & MAINTENANCE SERVICES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 166
TABLE 47 MANAGED SERVICES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 167
TABLE 48 MANAGED SERVICES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 167
TABLE 49 GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY SOFTWARE, 2019–2023 (USD MILLION) 170
TABLE 50 GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY SOFTWARE, 2024–2030 (USD MILLION) 171
TABLE 51 THREAT DETECTION & INTELLIGENCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 172
TABLE 52 THREAT DETECTION & INTELLIGENCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 172
TABLE 53 RISK ASSESSMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 174
TABLE 54 RISK ASSESSMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 175
TABLE 55 EXPOSURE MANAGEMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 177
TABLE 56 EXPOSURE MANAGEMENT SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 178
TABLE 57 PHISHING SIMULATION & PREVENTION SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 180
TABLE 58 PHISHING SIMULATION & PREVENTION SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 180
TABLE 59 REMEDIATION GUIDANCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 183
TABLE 60 REMEDIATION GUIDANCE SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 183
TABLE 61 THREAT HUNTING PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 185
TABLE 62 THREAT HUNTING PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 185
TABLE 63 CODE ANALYSIS SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 188
TABLE 64 CODE ANALYSIS SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 188
TABLE 65 GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2019–2023 (USD MILLION) 193
TABLE 66 GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2024–2030 (USD MILLION) 193
TABLE 67 GENERATIVE AI TRAINING DATA SECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 194
TABLE 68 GENERATIVE AI TRAINING DATA SECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 194
TABLE 69 GENERATIVE AI MODEL SECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 197
TABLE 70 GENERATIVE AI MODEL SECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 197
TABLE 71 GENERATIVE AI INFRASTRUCTURE SECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 199
TABLE 72 GENERATIVE AI INFRASTRUCTURE SECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 200
TABLE 73 GENERATIVE AI APPLICATION SECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 202
TABLE 74 GENERATIVE AI APPLICATION SECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 202
TABLE 75 GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE 2019–2023 (USD MILLION) 207
TABLE 76 GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE 2024–2030 (USD MILLION) 207
TABLE 77 DATABASE SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY TYPE 2019–2023 (USD MILLION) 208
TABLE 78 DATABASE SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY TYPE 2024–2030 (USD MILLION) 209
TABLE 79 DATA LOSS PREVENTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 209
TABLE 80 DATA LOSS PREVENTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 210
TABLE 81 DATA USAGE MONITORING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 210
TABLE 82 DATA USAGE MONITORING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 211
TABLE 83 DATA COMPLIANCE & GOVERNANCE: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 211
TABLE 84 DATA COMPLIANCE & GOVERNANCE: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 212
TABLE 85 DATA ENCRYPTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2019–2023 (USD MILLION) 212
TABLE 86 DATA ENCRYPTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2024–2030 (USD MILLION) 213
TABLE 87 DATA MASKING & TOKENIZATION: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 213
TABLE 88 DATA MASKING & TOKENIZATION: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 214
TABLE 89 ACCESS CONTROL: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2019–2023 (USD MILLION) 214
TABLE 90 ACCESS CONTROL: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2024–2030 (USD MILLION) 215
TABLE 91 NETWORK SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY TYPE 2019–2023 (USD MILLION) 216
TABLE 92 NETWORK SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY TYPE 2024–2030 (USD MILLION) 216
TABLE 93 NETWORK TRAFFIC ANALYSIS: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 217
TABLE 94 NETWORK TRAFFIC ANALYSIS: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 217
TABLE 95 SECURE ACCESS SERVICE EDGE: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 218
TABLE 96 SECURE ACCESS SERVICE EDGE: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 218
TABLE 97 ZERO TRUST NETWORK ACCESS: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 219
TABLE 98 ZERO TRUST NETWORK ACCESS: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 219
TABLE 99 FIREWALLS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2019–2023 (USD MILLION) 220
TABLE 100 FIREWALLS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2024–2030 (USD MILLION) 220
TABLE 101 INTRUSION DETECTION/PREVENTION SYSTEMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 221
TABLE 102 INTRUSION DETECTION/PREVENTION SYSTEMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 221
TABLE 103 VIRTUAL PRIVATE NETWORKS & SECURE TUNNELING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 222
TABLE 104 VIRTUAL PRIVATE NETWORKS & SECURE TUNNELING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 222
TABLE 105 ENDPOINT SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY TYPE 2019–2023 (USD MILLION) 223
TABLE 106 ENDPOINT SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 223
TABLE 107 ENDPOINT DETECTION & RESPONSE: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 224
TABLE 108 ENDPOINT DETECTION & RESPONSE: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 225
TABLE 109 ENDPOINT PROTECTION PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 225
TABLE 110 ENDPOINT PROTECTION PLATFORMS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 226
TABLE 111 APPLICATION SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY TYPE, 2019–2023 (USD MILLION) 227
TABLE 112 APPLICATION SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY TYPE, 2024–2030 (USD MILLION) 227
TABLE 113 STATIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 228
TABLE 114 STATIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 228
TABLE 115 DYNAMIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 229
TABLE 116 DYNAMIC APPLICATION SECURITY TESTING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 229
TABLE 117 LARGE LANGUAGE MODEL SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 230
TABLE 118 LARGE LANGUAGE MODEL SECURITY: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 230
TABLE 119 RUNTIME PROTECTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 231
TABLE 120 RUNTIME PROTECTION: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 231
TABLE 121 INCIDENT RESPONSE & RECOVERY: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 232
TABLE 122 INCIDENT RESPONSE & RECOVERY: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 233
TABLE 123 GOVERNANCE, RISK, AND COMPLIANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 234
TABLE 124 GOVERNANCE, RISK, AND COMPLIANCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 234
TABLE 125 GENERATIVE AI CYBERSECURITY MARKET, BY END USER 2019–2023 (USD MILLION) 237
TABLE 126 GENERATIVE AI CYBERSECURITY MARKET, BY END USER 2024–2030 (USD MILLION) 237
TABLE 127 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2019–2023 (USD MILLION) 239
TABLE 128 GENERATIVE AI-BASED CYBERSECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2024–2030 (USD MILLION) 239
TABLE 129 GOVERNMENT & DEFENSE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 240
TABLE 130 GOVERNMENT & DEFENSE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 241
TABLE 131 BFSI: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2019–2023 (USD MILLION) 242
TABLE 132 BFSI: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2024–2030 (USD MILLION) 242
TABLE 133 IT/ITES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2019–2023 (USD MILLION) 243
TABLE 134 IT/ITES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2024–2030 (USD MILLION) 243
TABLE 135 HEALTHCARE & LIFE SCIENCES: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2019–2023 (USD MILLION) 244
TABLE 136 HEALTHCARE & LIFE SCIENCES: GENERATIVE AI CYBERSECURITY MARKET BY REGION, 2024–2030 (USD MILLION) 245
TABLE 137 RETAIL & ECOMMERCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 246
TABLE 138 RETAIL & ECOMMERCE: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 246
TABLE 139 MANUFACTURING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2019–2023 (USD MILLION) 247
TABLE 140 MANUFACTURING: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2024–2030 (USD MILLION) 247
TABLE 141 ENERGY & UTILITIES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 248
TABLE 142 ENERGY & UTILITIES: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 249
TABLE 143 TELECOMMUNICATIONS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 250
TABLE 144 TELECOMMUNICATIONS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 250
TABLE 145 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 251
TABLE 146 AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 251
TABLE 147 MEDIA & ENTERTAINMENT: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 252
TABLE 148 MEDIA & ENTERTAINMENT: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 253
TABLE 149 OTHER END USERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2019–2023 (USD MILLION) 254
TABLE 150 OTHER END USERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2024–2030 (USD MILLION) 254
TABLE 151 CYBERSECURITY SOFTWARE FOR GENERATIVE AI: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2019–2023 (USD MILLION) 255
TABLE 152 CYBERSECURITY SOFTWARE FOR GENERATIVE AI: GENERATIVE AI CYBERSECURITY MARKET, BY END USER, 2024–2030 (USD MILLION) 255
TABLE 153 CLOUD HYPERSCALERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 256
TABLE 154 CLOUD HYPERSCALERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 257
TABLE 155 MANAGED SECURITY SERVICE PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 257
TABLE 156 MANAGED SECURITY SERVICE PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 258
TABLE 157 GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI PROVIDER 2019–2023 (USD MILLION) 258
TABLE 158 GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI PROVIDER 2024–2030 (USD MILLION) 259
TABLE 159 FOUNDATION MODEL/LLM DEVELOPERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 259
TABLE 160 FOUNDATION MODEL/LLM DEVELOPERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 260
TABLE 161 DATA ANNOTATORS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2019–2023 (USD MILLION) 260
TABLE 162 DATA ANNOTATORS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION 2024–2030 (USD MILLION) 261
TABLE 163 CONTENT CREATION PLATFORM PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 261
TABLE 164 CONTENT CREATION PLATFORM PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 262
TABLE 165 GENERATIVE AI AS A SERVICE PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 263
TABLE 166 GENERATIVE AI AS A SERVICE PROVIDERS: GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 263
TABLE 167 GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2019–2023 (USD MILLION) 266
TABLE 168 GENERATIVE AI CYBERSECURITY MARKET, BY REGION, 2024–2030 (USD MILLION) 266
TABLE 169 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2019–2023 (USD MILLION) 269
TABLE 170 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2024–2030 (USD MILLION) 269
TABLE 171 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2019–2023 (USD MILLION) 269
TABLE 172 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2024–2030 (USD MILLION) 269
TABLE 173 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 270
TABLE 174 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION) 270
TABLE 175 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE 2019–2023 (USD MILLION) 270
TABLE 176 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE 2024–2030 (USD MILLION) 270
TABLE 177 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 271
TABLE 178 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION) 271
TABLE 179 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE
AI-BASED CYBERSECURITY SOFTWARE, 2019–2023 (USD MILLION) 271
TABLE 180 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE
AI-BASED CYBERSECURITY SOFTWARE, 2024–2030 (USD MILLION) 272
TABLE 181 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2019–2023 (USD MILLION) 272
TABLE 182 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2024–2030 (USD MILLION) 273
TABLE 183 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2019–2023 (USD MILLION) 273
TABLE 184 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2024–2030 (USD MILLION) 273
TABLE 185 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER 2019–2023 (USD MILLION) 274
TABLE 186 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER 2024–2030 (USD MILLION) 274
TABLE 187 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE
AI-BASED CYBERSECURITY END USER, 2019–2023 (USD MILLION) 274
TABLE 188 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE
AI-BASED CYBERSECURITY END USER, 2024–2030 (USD MILLION) 275
TABLE 189 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY FOR GENERATIVE AI END USER, 2019–2023 (USD MILLION) 275
TABLE 190 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY FOR GENERATIVE AI END USER, 2024–2030 (USD MILLION) 276
TABLE 191 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY 2019–2023 (USD MILLION) 276
TABLE 192 NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY 2024–2030 (USD MILLION) 276
TABLE 193 US: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2019–2023 (USD MILLION) 277
TABLE 194 US: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2024–2030 (USD MILLION) 277
TABLE 195 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2019–2023 (USD MILLION) 278
TABLE 196 CANADA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2024–2030 (USD MILLION) 278
TABLE 197 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2019–2023 (USD MILLION) 280
TABLE 198 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2024–2030 (USD MILLION) 280
TABLE 199 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE 2019–2023 (USD MILLION) 280
TABLE 200 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE 2024–2030 (USD MILLION) 281
TABLE 201 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 281
TABLE 202 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION) 281
TABLE 203 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE 2019–2023 (USD MILLION) 281
TABLE 204 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE 2024–2030 (USD MILLION) 282
TABLE 205 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 282
TABLE 206 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION) 282
TABLE 207 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY SOFTWARE, 2019–2023 (USD MILLION) 283
TABLE 208 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY SOFTWARE, 2024–2030 (USD MILLION) 283
TABLE 209 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2019–2023 (USD MILLION) 284
TABLE 210 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2024–2030 (USD MILLION) 284
TABLE 211 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE 2019–2023 (USD MILLION) 284
TABLE 212 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE 2024–2030 (USD MILLION) 285
TABLE 213 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER 2019–2023 (USD MILLION) 285
TABLE 214 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER 2024–2030 (USD MILLION) 285
TABLE 215 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY END USER, 2019–2023 (USD MILLION) 286
TABLE 216 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY END USER, 2024–2030 (USD MILLION) 286
TABLE 217 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY FOR GENERATIVE AI END USER, 2019–2023 (USD MILLION) 287
TABLE 218 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY FOR GENERATIVE AI END USER, 2024–2030 (USD MILLION) 287
TABLE 219 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY 2019–2023 (USD MILLION) 287
TABLE 220 EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY 2024–2030 (USD MILLION) 288
TABLE 221 UK: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2019–2023 (USD MILLION) 289
TABLE 222 UK: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2024–2030 (USD MILLION) 289
TABLE 223 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2019–2023 (USD MILLION) 289
TABLE 224 GERMANY: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2024–2030 (USD MILLION) 290
TABLE 225 FRANCE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING 2019–2023 (USD MILLION) 290
TABLE 226 FRANCE: GENERATIVE