생성형 AI 사이버 보안 시장 – 2030년까지 세계 업계 예측

조사회사 : MarketsandMarkets (마켓츠앤마켓츠)   출판년월 : 2024년07월

Generative AI Cybersecurity Market – Global Forecast to 2030

생성형 AI 사이버 보안 시장 – 생성 AI 네이티브 도구(위협 사냥, 복구), 생성 AI용 사이버 보안 도구(모델 보안, 데이터 보안), 최종 사용자 및 시장 규모, 점유율, 성장 분석, 지역별 – 2030년까지 세계 업계 예측
Generative AI Cybersecurity Market Size, Share, Growth Analysis, By Generative AI-native Tools (Threat Hunting, Remediation), Cybersecurity Tools for Generative AI (Model Security, Data Security), End-user and Region – Global Industry Forecast to 2030

　　　　주문/문의　　　　조사회사/라이센스/납기안내

Report Overview

The Generative AI cybersecurity market is estimated to accrue a market value of USD 7.1 billion in 2024 and reach USD 40.1 billion by 2030, at a compound annual growth rate (CAGR) of 33.4% between 2024–2030.

생성형 AI 사이버 보안 시장은 2024년에 71억 달러의 시장 가치가 생겨 2024년부터 2030년까지의 연간 복합 성장률(CAGR) 33.4%로 2030년까지 401억 달러에 이를 것으로 추정되고 있다 합니다.

The generative AI cybersecurity market is rapidly expanding because of two considerations. On one hand, enterprises are increasingly implementing generative AI-powered security solutions to improve threat detection and response capabilities, resulting in a greatly improved overall security posture. The other major driving factor is booming use of generative AI in several industries which has resulted in the establishment of a unique market area devoted to safeguarding AI systems. These include protecting training data, preventing model tampering, and verifying the accuracy of AI-generated results.

“By offering, cybersecurity software for generative AI segment is expected to register the fastest market growth rate during the forecast period.”

Several significant factors have contributed to the continued adoption of cybersecurity software for generative AI. As generative AI technology gets more widely used, its potential flaws and the value of the data it handles make it an appealing target for cyber criminals. Enterprises are increasingly becoming dependent on generative AI for a variety of applications, ranging from content generation to decision-making processes, highlighting the necessity for strong security measures. The advanced nature of these generative models, specially LLMs, necessitates specialized security protocols that can efficiently reduce hazards. This growing reliance on generative AI, combined with increased awareness of cybersecurity vulnerabilities, is propelling the rapid growth of this section of the AI cybersecurity market.

“By security type, network security segment is expected to account for the largest market share during the forecast period.”

As more firms integrate generative AI into their networks, the complexity and volume of data processed has increased, making these networks excellent targets for cyber-attacks. This has led to a rapid rise of network security within the generative AI cybersecurity market, making it the largest segment by security type. The sensitive nature of the information handled by AI systems—ranging from personal data to confidential company insights—requires enhanced security measures. Furthermore, as remote work and cloud computing become the norm, protecting these interconnected systems from intrusions has never been more important. The increased awareness of possible risks, combined with the critical requirement to protect AI-driven processes, pulls the network security segment to the forefront of cybersecurity market.

“By Region, North America to have the largest market share in 2024, and Asia Pacific is slated to grow at the fastest rate during the forecast period.”

High frequency of cyber threats, substantial investment in AI research, and an established technical infrastructure has pushed North America as the regional leader in the deployment of generative AI in cybersecurity. The region’s thriving tech scene, which includes centers like Silicon Valley, has encouraged creativity and attracted sizeable investments for firms in cybersecurity and artificial intelligence. US based vendors, such as IBM and AWS, are developing cybersecurity guardrails to protect generative AI infrastructure. On the other hand, companies such as Sophos and Palo Alto have infused generative AI into their cybersecurity products for increased threat protection. The US government has also recognized generative AI as an important tool for national security, initiating programs like the National AI Initiative Act.

Asia Pacific is the fastest growing regional market due to digital transformation and massive investments in integrating AI with cybersecurity. China, India and Australia are leading the charge, with China’s security spend expected to exceed USD 50 billion by 2026. The region is also experiencing a huge volume of attacks – over 1,800 cyberattacks per organization in early 2023. Government support and investment in innovation is helping organizations integrate generative AI into their cybersecurity frameworks. This combination of high threat, investment and regulation makes Asia Pacific the adopter of new cybersecurity technologies.

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 – 27%, Tier II – 48%, and Tier III – 25%
• By Designation: C-Level Executives – 22%, D-Level Executives – 45%, and others – 33%
• By Region: North America – 40%, Europe – 29%, Asia Pacific – 21%, Middle East & Africa – 4%, and Latin America – 6%

The report includes the study of key players offering Generative AI cybersecurity solutions. It profiles major vendors in the Generative AI cybersecurity market. The major players in the Generative AI cybersecurity market 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), 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 categorizes the Generative AI cybersecurity Market by Offering (Software and Services), by Software Type (Generative AI-based Cybersecurity Software, Cybersecurity Software for Generative AI), by Software Deployment Mode [Cloud and On-premises]), by Services (Professional Services [Training & Consulting, System Integration & Implementation, and Support & Maintenance] and Managed Services), by Generative AI-based Cybersecurity (Threat Detection & Intelligence Software, Risk Assessment Software, Exposure Management Software, Phishing Simulation & Prevention Software, Remediation Guidance Software, Threat Hunting Platforms, Code Analysis Software),  by Cybersecurity for Generative AI (Generative AI Training Data Security, Generative AI Model Security, Generative AI Infrastructure Security, Generative AI Application Security), by Security Type (Database Security, Network Security, Endpoint Security, and Application Security), by End-user (enterprise end-users, cloud hyper scalers, generative AI providers, managed security service providers), and by Region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America). The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the generative AI cybersecurity market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, new product & service launches, mergers and acquisitions, and recent developments associated with the generative AI cybersecurity market. Competitive analysis of upcoming startups in the generative AI cybersecurity market ecosystem is covered in this report.

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 better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (increased adoption of generative AI driving demand for cybersecurity solutions, Pressing demand of AI-powered security driving the generative AI cybersecurity market, stricter data regulations and compliance laws fueling demand for secure AI systems, and rising cyber threats spurring demand for generative AI cybersecurity solutions), restraints (rising privacy concerns hindering generative AI cybersecurity adoption, lack of combined AI-cybersecurity expertise stifling generative AI cybersecurity market growth, and high deployment costs of advanced generative AI security solutions prohibiting smaller organizations), opportunities (advancing AI research fueling development of more powerful cybersecurity solutions, scalable and customizable generative AI cybersecurity solutions unlocking wider market adoption, AI-cybersecurity collaboration fostering innovation and market growth for generative AI security solutions), and challenges (ethical and legal concerns around misuse and accountability hindering AI adoption in cybersecurity, evolving cyber threats demanding continuous advancements in AI security solutions, and high-quality data scarcity limiting effectiveness of generative AI cybersecurity solutions).

• 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 service 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), and Trellix (US), among others in the Generative AI cybersecurity market. The report also helps stakeholders understand the pulse of the Generative AI cybersecurity market and provides them with information on key market drivers, restraints, challenges, and opportunities.

Table of Contents

1            INTRODUCTION            47

1.1         STUDY OBJECTIVES      47

1.2         MARKET DEFINITION   47

1.2.1      INCLUSIONS AND EXCLUSIONS 48

1.3         STUDY SCOPE  49

1.3.1      MARKET SEGMENTATION         49

1.3.2      YEARS CONSIDERED     53

1.4         CURRENCY CONSIDERED          53

1.5         STAKEHOLDERS            54

2            RESEARCH METHODOLOGY     55

2.1         RESEARCH DATA           55

2.1.1      SECONDARY DATA       57

2.1.2      PRIMARY DATA 57

2.1.2.1   Breakup of primary profiles             58

2.1.2.2   Key insights from industry experts   58

2.2         DATA TRIANGULATION             59

2.3         MARKET SIZE ESTIMATION       60

2.3.1      TOP-DOWN APPROACH             60

2.3.2      BOTTOM-UP APPROACH           61

2.4         MARKET FORECAST      65

2.5         RESEARCH ASSUMPTIONS         66

2.6         RESEARCH LIMITATIONS           68

3            EXECUTIVE SUMMARY 69

4            PREMIUM INSIGHTS      78

4.1         ATTRACTIVE OPPORTUNITIES FOR KEY PLAYERS IN GENERATIVE AI CYBERSECURITY MARKET         78

4.2         GENERATIVE AI CYBERSECURITY MARKET: TOP THREE SECURITY TYPES  79

4.3         NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING

AND SECURITY TYPE    79

4.4         GENERATIVE AI CYBERSECURITY MARKET, BY REGION 80

5            MARKET OVERVIEW AND INDUSTRY TRENDS   81

5.1         INTRODUCTION            81

5.2         MARKET DYNAMICS     82

5.2.1      DRIVERS            82

5.2.1.1   Increased adoption of generative AI driving demand for cybersecurity solutions              82

5.2.1.2   Increased awareness of AI security needs       83

5.2.1.3   Stricter data regulations and compliance laws fueling demand for secure AI systems  83

5.2.1.4   Rising cyber threats spurring demand for generative AI cybersecurity solutions              84

5.2.2      RESTRAINTS     85

5.2.2.1   Rising privacy concerns hindering adoption of generative AI cybersecurity adoption 85

5.2.2.2   Lack of combined AI-cybersecurity expertise stifling market growth        85

5.2.3      OPPORTUNITIES           86

5.2.3.1   Rapid advancements in AI research fueling development of more powerful cybersecurity solutions       86

5.2.3.2   Increasing adoption of scalable and customizable generative AI cybersecurity solutions 86

5.2.3.3   Growing collaboration between AI and cybersecurity fostering innovation and market growth     87

5.2.4      CHALLENGES   87

5.2.4.1   Ethical and legal concerns around misuse and accountability     87

5.2.4.2   Evolving cyber threat landscape       88

5.3         TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS       88

5.4         PRICING ANALYSIS        89

5.4.1      AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY SOFTWARE TYPE    90

5.4.2      INDICATIVE PRICING ANALYSIS, BY OFFERING 92

5.5         SUPPLY CHAIN ANALYSIS          93

5.6         ECOSYSTEM ANALYSIS 96

5.6.1      GENERATIVE AI-BASED CYBERSECURITY TOOL PROVIDERS     98

5.6.2      CYBERSECURITY TOOL PROVIDERS FOR GENERATIVE AI           98

5.6.3      GENERATIVE AI CYBERSECURITY SERVICE PROVIDERS 99

5.6.4      CLOUD HYPERSCALERS             99

5.6.5      ENTERPRISE END USERS            99

5.6.6      GOVERNMENT AND REGULATORY BODIES       99

5.7         TECHNOLOGY ANALYSIS           100

5.7.1      KEY TECHNOLOGIES    100

5.7.1.1   Adversarial Machine Learning (AML)           100

5.7.1.2   Federated learning             100

5.7.1.3   Differential privacy            101

5.7.1.4   Homomorphic encryption  101

5.7.1.5   Secure Multi-Party Computation (SMPC)     101

5.7.2      COMPLEMENTARY TECHNOLOGIES     102

5.7.2.1   Blockchain           102

5.7.2.2   Zero-Trust Architecture (ZTA)       102

5.7.2.3   Endpoint Detection and Response (EDR)     102

5.7.2.4   Vulnerability management 103

5.7.3      ADJACENT TECHNOLOGIES      103

5.7.3.1   Quantum computing          103

5.7.3.2   DevSecOps          103

5.7.3.3   Forensics and incident response       104

5.7.3.4   Big data analytics 104

5.8         GENERATIVE AI CYBERSECURITY TECHNOLOGY ROADMAP     105

5.9         GENERATIVE AI CYBERSECURITY BUSINESS MODELS   107

5.9.1      BUSINESS MODELS: GENERATIVE AI-BASED CYBERSECURITY   107

5.9.1.1   Subscription-based model  107

5.9.1.2   AI licensing model             107

5.9.1.3   Consulting and implementation services model            108

5.9.2      BUSINESS MODELS: CYBERSECURITY FOR GENERATIVE AI        108

5.9.2.1   Subscription-based model  108

5.9.2.2   One-time license fee model             109

5.9.2.3   Pay-as-you-go model         109

5.9.2.4   Managed services model    110

5.10       PATENT ANALYSIS        110

5.10.1    METHODOLOGY           110

5.10.2    PATENTS FILED, BY DOCUMENT TYPE 110

5.10.3    INNOVATION AND PATENT APPLICATIONS      111

5.10.3.1 Top 10 applicants in generative AI cybersecurity market            111

5.11       KEY CONFERENCES AND EVENTS, 2024–2025     116

5.12       REGULATORY LANDSCAPE       118

5.12.1    REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS          118

5.12.2    REGULATIONS: GENERATIVE AI CYBERSECURITY          121

5.12.2.1 North America     121

5.12.2.1.1            US         121

5.12.2.1.1.1         Executive order on AI (US)              121

5.12.2.1.1.2         National Institute of Standards and Technology (NIST)            121

5.12.2.1.1.3         CISA’s AI roadmap            122

5.12.2.1.2            Canada  122

5.12.2.1.2.1         Artificial Intelligence and Data Act (AIDA)   122

5.12.2.1.2.2         Directive on automated decision-making       122

5.12.2.1.2.3         Canadian Centre for Cyber Security 122

5.12.2.1.2.4         Privacy guidelines 122

5.12.2.2 Europe  122

5.12.2.2.1            UK         122

5.12.2.2.1.1         Five cross-sectoral principles           122

5.12.2.2.1.2         AI cybersecurity code of practice      122

5.12.2.2.1.3         Generative AI Framework for HMG 123

5.12.2.2.2            Germany             123

5.12.2.2.2.1         General Data Protection Regulation (GDPR) 123

5.12.2.2.2.2         IT Security Act (IT-SiG 2.0)            123

5.12.2.2.2.3         AI strategy           123

5.12.2.2.3            France   123

5.12.2.2.3.1         AI for humanity strategy    123

5.12.2.2.3.2         National Commission for Informatics and Liberties (CNIL)       123

5.12.2.2.3.3         Cybersecurity framework   123

5.12.2.2.4            Italy       123

5.12.2.2.4.1         Italian Data Protection Code           123

5.12.2.2.4.2         National Cybersecurity Perimeter    123

5.12.2.2.4.3         AI strategy           124

5.12.2.2.5            Spain     124

5.12.2.2.5.1         Spanish Data Protection Agency (AEPD)      124

5.12.2.2.5.2         National Cybersecurity Strategy      124

5.12.2.2.5.3         AI strategy           124

5.12.2.2.6            Netherlands         124

5.12.2.2.6.1         Dutch Data Protection Authority (DPA)       124

5.12.2.2.6.2         National Cybersecurity Agenda (NCSA)        124

5.12.2.2.6.3         AI strategy           124

5.12.2.3 Asia Pacific          125

5.12.2.3.1            China     125

5.12.2.3.1.1         Interim Measures for Generative AI Services 125

5.12.2.3.1.2         Deep Synthesis and Algorithm Recommendation Measures       125

5.12.2.3.2            India      125

5.12.2.3.2.1         National Strategy on AI      125

5.12.2.3.2.2         Draft Personal Data Protection Bill 125

5.12.2.3.3            Japan     125

5.12.2.3.3.1         AI Strategy 2021  125

5.12.2.3.3.2         Act on Protection of Personal Information (APPI)      125

5.12.2.3.4            South Korea        126

5.12.2.3.4.1         AI National Strategy          126

5.12.2.3.4.2         Personal Information Protection Act (PIPA) 126

5.12.2.3.5            ASEAN  126

5.12.2.3.5.1         ASEAN framework on AI   126

5.12.2.3.5.2         National initiatives             126

5.12.2.3.6            Australia & New Zealand (ANZ)     126

5.12.2.3.6.1         Australia’s AI ethics framework        126

5.12.2.3.6.2         New Zealand’s AI principles             126

5.12.2.4 Middle East & Africa          126

5.12.2.4.1            United Arab Emirates (UAE)          126

5.12.2.4.1.1         UAE strategy for AI 2031  126

5.12.2.4.1.2         National AI programme     127

5.12.2.4.1.3         AI governance and regulatory frameworks     127

5.12.2.4.2            Kingdom of Saudi Arabia (KSA)      127

5.12.2.4.2.1         National Strategy for Data and AI (NSDAI)  127

5.12.2.4.2.2         Saudi Data and Artificial Intelligence Authority (SDAIA)          127

5.12.2.4.3            Kuwait   127

5.12.2.4.3.1         National AI and data strategy           127

5.12.2.4.3.2         Kuwait national cybersecurity strategy           127

5.12.2.4.4            Qatar     127

5.12.2.4.4.1         Qatar National Vision 2030             127

5.12.2.4.4.2         Qatar AI and cybersecurity initiatives            127

5.12.2.4.5            Turkey   128

5.12.2.4.5.1         National AI Strategy          128

5.12.2.4.5.2         Personal Data Protection Law (KVKK)         128

5.12.2.4.6            Egypt     128

5.12.2.4.6.1         National AI strategy           128

5.12.2.4.6.2         Egyptian cybersecurity regulations   128

5.12.2.4.7            Africa    128

5.12.2.4.7.1         African Union AI strategy  128

5.12.2.4.7.2         Country-specific initiatives 128

5.12.2.5 Latin America      128

5.12.2.5.1            Brazil     128

5.12.2.5.1.1         AI regulation framework    128

5.12.2.5.1.2         General Data Protection Law (LGPD)          129

5.12.2.5.1.3         National AI strategy           129

5.12.2.5.2            Mexico  129

5.12.2.5.2.1         Federal Law on Protection of Personal Data Held by Private Parties (LFPDPPP)        129

5.12.2.5.2.2         National digital strategy     129

5.12.2.5.2.3         AI governance initiatives    129

5.12.2.5.3            Argentina            129

5.12.2.5.3.1         Personal Data Protection Law         129

5.12.2.5.3.2         National AI Plan  129

5.12.2.5.3.3         Cybersecurity regulations  129

5.13       PORTER’S FIVE FORCES ANALYSIS         130

5.13.1    THREAT OF NEW ENTRANTS    131

5.13.2    THREAT OF SUBSTITUTES         131

5.13.3    BARGAINING POWER OF SUPPLIERS     131

5.13.4    BARGAINING POWER OF BUYERS           131

5.13.5    INTENSITY OF COMPETITIVE RIVALRY 131

5.14       KEY STAKEHOLDERS AND BUYING CRITERIA    132

5.14.1    KEY STAKEHOLDERS IN BUYING PROCESS         132

5.14.2    BUYING CRITERIA         133

5.15       EVOLUTION OF GENERATIVE AI CYBERSECURITY         134

5.16       INVESTMENT LANDSCAPE AND FUNDING SCENARIO   136

5.16.1    MOST VALUED CYBERSECURITY START-UPS, JULY 2024             136

5.16.2    GENERATIVE AI-BASED CYBERSECURITY START-UPS    138

5.16.3    START-UPS PROVIDING CYBERSECURITY FOR GENERATIVE AI 139

5.17       GUARDRAILS FOR LARGE LANGUAGE MODELS 141

5.17.1    NEED TO GUARDRAIL LLMS     141

5.17.2    THREE PILLARS OF LLM GUARDRAILS  141

5.17.2.1 Policy enforcement            141

5.17.2.2 Contextual understanding  141

5.17.2.3 Continous adaptability      142

5.17.3    TYPES OF LLM GUARDRAILS     142

5.17.3.1 Ethical guardrails 142

5.17.3.2 Compliance guardrails       142

5.17.3.3 Contextual guardrails        142

5.17.3.4 Security guardrails             142

5.17.3.5 Adaptive guardrails            142

5.17.4    IMPLEMENTING LLM GUARDRAILS       143

5.18       CASE STUDY ANALYSIS 144

5.18.1    BFSI      144

5.18.1.1 ZeroFox provided timely, actionable intelligence to shore up Simply Business’s information security           144

5.18.1.2 Pomelo implemented several integrations to build end-to-end security program by deploying Snyk    144

5.18.2    TELECOMMUNICATIONS          145

5.18.2.1 Evocabank helped Nokia protect and engage with close to 28 million fans and followers online   145

5.18.2.2 Telenor reduced its vulnerability risk posture by integrating Snyk into its development process         145

5.18.3    HEALTHCARE  146

5.18.3.1 Sentara Healthcare determined most imminent threats by deploying Predictive Prioritization       146

5.18.4    CLOUD HYPERSCALERS             146

5.18.4.1 IBM enabled faster, more accurate threat detection and automated incident responses by using Palo Alto Networks’ solutions         146

5.18.4.2 Oracle collaborated with Stellar Cyber and implemented Open Extended Detection and Response (XDR) platform on Oracle Cloud Infrastructure to detect and remediate threats early      147

5.18.5    GENERATIVE AI PROVIDERS     148

5.18.5.1 OpenAI partnered with Okta to contribute valuable insights and concentrate on creating groundbreaking AI technologies       148

5.18.5.2 NVIDIA partnered with Check Point to help secure cloud infrastructures at scale              149

6            GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING          150

6.1         INTRODUCTION            151

6.1.1      OFFERINGS: GENERATIVE AI CYBERSECURITY MARKET DRIVERS              151

6.2         SOFTWARE, BY TYPE    152

6.2.1      GENERATIVE AI-BASED CYBERSECURITY SOFTWARE    154

6.2.1.1   Increasing sophistication of cyber threats and need for more adaptive and intelligent security measures to drive market  154

6.2.2      CYBERSECURITY SOFTWARE FOR GENERATIVE AI         155

6.2.2.1   Need for trustworthy and transparent AI systems and growing regulatory landscape around AI governance to propel market       155

6.3         SOFTWARE, BY DEPLOYMENT MODE   156

6.3.1      CLOUD 158

6.3.1.1   Increasing complexity and frequency of cyber threats, need for real-time security measures, and growing adoption of cloud computing and IoT technologies to foster market growth   158

6.3.2      ON-PREMISES   159

6.3.2.1   Growing complexity of cyber threats to drive on-premises deployment of generative AI cybersecurity solutions             159

6.4         SERVICES          160

6.4.1      PROFESSIONAL SERVICES          161

6.4.1.1   Increasing sophistication and frequency of cyber threats to fuel demand for professional services          161

6.4.1.1.1 Training & consulting services         163

6.4.1.1.2 System integration & implementation services             164

6.4.1.1.3 Support & maintenance services      165

6.4.2      MANAGED SERVICES    166

6.4.2.1   MSS to utilize generative AI to offer organizations proactive approach to cybersecurity       166

7            GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY SOFTWARE    168

7.1         INTRODUCTION            169

7.1.1      GENERATIVE AI-BASED CYBERSECURITY SOFTWARE: GENERATIVE AI CYBERSECURITY MARKET DRIVERS      169

7.2         THREAT DETECTION & INTELLIGENCE SOFTWARE      171

7.2.1      THREAT DETECTION AND INTELLIGENCE SOFTWARE TO SPOT UNUSUAL PATTERNS AND POTENTIAL THREATS IN REAL TIME AND KEEP DATA SAFE AND SECURE           171

7.2.1.1   Automated threat analysis  172

7.2.1.2   Security Information & Event Management (SIEM)    173

7.2.1.3   AI-native security analysis 173

7.2.1.4   Threat correlation             173

7.2.1.5   Threat intelligence             173

7.3         RISK ASSESSMENT SOFTWARE  174

7.3.1      RISK ASSESSMENT SOFTWARE TO ANALYZE DATA, IDENTIFY POTENTIAL RISKS, AND SUGGEST PREVENTIVE MEASURES      174

7.3.1.1   Automated risk insights      175

7.3.1.2   Impact analysis    175

7.3.1.3   Risk intelligence  175

7.3.1.4   Compliance automation     176

7.3.1.5   Other risk assessment software        176

7.4         EXPOSURE MANAGEMENT SOFTWARE 177

7.4.1      EXPOSURE MANAGEMENT SOFTWARE TO HELP ORGANIZATIONS KEEP TRACK OF THEIR DIGITAL ASSETS AND POTENTIAL VULNERABILITIES              177

7.4.1.1   Vulnerability analysis         178

7.4.1.2   Exposure prioritization      178

7.4.1.3   Automated exposure detection        179

7.4.1.4   Incident response 179

7.4.1.5   Other exponential management software       179

7.5         PHISHING SIMULATION & PREVENTION SOFTWARE     180

7.5.1      REALISTIC PHISHING SIMULATION AND PREVENTION SOFTWARE TO RECOGNIZE PHISHING ATTEMPTS AND PREVENT THEM           180

7.5.1.1   Phishing simulation campaigns        181

7.5.1.2   Phishing attack analysis     181

7.5.1.3   Deepfake detection            181

7.5.1.4   Fraud prevention 182

7.5.1.5   Social engineering detection            182

7.6         REMEDIATION GUIDANCE SOFTWARE 182

7.6.1      REMEDIATION GUIDANCE SOFTWARE TO HELP ORGANIZATIONS QUICKLY FIGURE OUT HOW TO FIX SECURITY PROBLEMS        182

7.6.1.1   Automated remediation     183

7.6.1.2   Interactive remediation support       184

7.6.1.3   Proactive threat management          184

7.6.1.4   Compliance remediation    184

7.6.1.5   Other remediation guidance software            184

7.7         THREAT HUNTING PLATFORMS            185

7.7.1      THREAT HUNTING PLATFORMS TO AUTOMATE ROUTINE TASKS AND ENABLE SECURITY EXPERTS TO FOCUS ON MORE COMPLEX ISSUES     185

7.7.1.1   Real-time threat analysis    186

7.7.1.2   Natural language query interface     186

7.7.1.3   Behavior analysis 186

7.7.1.4   Response automation        186

7.7.1.5   Other threat hunting platforms        187

7.8         CODE ANALYSIS SOFTWARE     187

7.8.1      CODE ANALYSIS SOFTWARE POWERED BY GENERATIVE AI TO DETECT AND MITIGATE THREATS        187

7.8.1.1   Code snippet analysis        188

7.8.1.2   Source code protection      189

7.8.1.3   Vulnerability detection      189

7.8.1.4   Automated code review     189

7.8.1.5   Compliance checks            190

8            GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI            191

8.1         INTRODUCTION            192

8.1.1      CYBERSECURITY SOFTWARE FOR GENERATIVE AI: GENERATIVE AI CYBERSECURITY MARKET DRIVERS      192

8.2         GENERATIVE AI TRAINING DATA SECURITY SOFTWARE            194

8.2.1      GENERATIVE AI TRAINING DATA SECURITY TO PROTECT DATA USED TO DEVELOP POWERFUL AI MODELS   194

8.2.1.1   Data integrity verification  195

8.2.1.2   Secure data augmentation  195

8.2.1.3   Automated data cleaning   195

8.2.1.4   Data quality monitoring     196

8.2.1.5   Data anonymization          196

8.3         GENERATIVE AI MODEL SECURITY SOFTWARE 196

8.3.1      GENERATIVE AI MODEL SECURITY SOFTWARE POISED TO MITIGATE RISKS ASSOCIATED WITH ITS ADOPTION          196

8.3.1.1   Model integrity    197

8.3.1.2   Adversarial training & testing           198

8.3.1.3   Secure model training environments 198

8.3.1.4   Model drift & bias detection             198

8.3.1.5   Robustness testing             199

8.4         GENERATIVE AI INFRASTRUCTURE SECURITY SOFTWARE         199

8.4.1      ORGANIZATIONS TO ENHANCE THEIR SECURITY POSTURE BY LEVERAGING GENERATIVE AI INFRASTRUCTURE SECURITY SOFTWARE              199

8.4.1.1   Continuous monitoring      200

8.4.1.2   Automated security patching            200

8.4.1.3   Secure API management    201

8.4.1.4   Real-time threat detection 201

8.4.1.5   Security audits     201

8.5         GENERATIVE AI APPLICATION SECURITY SOFTWARE   202

8.5.1      GENERATIVE AI APPLICATION SECURITY SOFTWARE TO PROVIDE BETTER ENCRYPTION TECHNIQUES TO PROTECT DATA WITHIN APPLICATIONS 202

8.5.1.1   Prompt injection security   203

8.5.1.2   Data leakage prevention    203

8.5.1.3   User authentication & access control             203

8.5.1.4   Monitoring & anomaly detection     204

8.5.1.5   Ethical AI governance        204

9            GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE 205

9.1         INTRODUCTION            206

9.1.1      SECURITY TYPES: GENERATIVE AI CYBERSECURITY MARKET DRIVERS              206

9.2         DATABASE SECURITY   208

9.2.1      RISING DEMAND FOR DATABASE SECURITY DUE TO SURGE IN DATA BREACHES AND CYBERATTACKS TARGETING DATABASES TO FUEL MARKET GROWTH          208

9.2.1.1   Data Loss Prevention (DLP)           209

9.2.1.2   Data usage monitoring       210

9.2.1.3   Data compliance & governance        211

9.2.1.4   Data encryption   212

9.2.1.5   Data masking & tokenization           213

9.2.1.6   Access control      214

9.3         NETWORK SECURITY    215

9.3.1      RISE OF GENERATIVE AI TO ENHANCE NETWORK SECURITY MEASURES BY ENABLING MORE SOPHISTICATED THREAT DETECTION              215

9.3.1.1   Network Traffic Analysis (NTA)      216

9.3.1.2   Secure Access Service Edge (SASE) 217

9.3.1.3   Zero Trust Network Access (ZTNA)             218

9.3.1.4   Firewalls 219

9.3.1.5   Intrusion Detection/Prevention Systems (IDS/IPS)    220

9.3.1.6   VPNs & secure tunneling   221

9.4         ENDPOINT SECURITY   223

9.4.1      ENDPOINT SECURITY TO SAFEGUARD INDIVIDUAL DEVICES AND LEVERAGE ML ALGORITHMS TO PREDICT AND NEUTRALIZE THREATS IN REAL TIME        223

9.4.1.1   Endpoint Detection & Response (EDR)        224

9.4.1.2   Endpoint Protection Platforms (EPP)           225

9.5         APPLICATION SECURITY           226

9.5.1      DIFFUSION MODELS TO ENABLE GENERATION OF HIGHLY REALISTIC AND CONVINCING SYNTHETIC MEDIA 226

9.5.1.1   Static Application Security Testing (SAST)   227

9.5.1.2   Dynamic Application Security Testing (DAST)           228

9.5.1.3   LLM security       229

9.5.1.4   Runtime protection            231

9.5.1.5   Incident response & recovery           232

9.5.1.6   Governance, Risk, and Compliance (GRC)    233

10          GENERATIVE AI CYBERSECURITY MARKET, BY END USER          235

10.1       INTRODUCTION            236

10.1.1    END USERS: GENERATIVE AI CYBERSECURITY MARKET DRIVERS              236

10.2       END USERS: GENERATIVE AI-BASED CYBERSECURITY   238

10.2.1    GOVERNMENT & DEFENSE        240

10.2.1.1 Generative AI becoming an essential tool for government agencies and defense organizations       240

10.2.2    BFSI      241

10.2.2.1 Significant increase in cyber threats targeting financial institutions and compliance to regulations to drive market      241

10.2.3    IT/ITES 242

10.2.3.1 Generative AI to automate routine security tasks by reducing reliance on human intervention and improving response times    242

10.2.4    HEALTHCARE & LIFE SCIENCES 244

10.2.4.1 Rise in cyberattacks targeting healthcare systems and implementation of Internet of Medical Things (IoMT) to boost market growth      244

10.2.5    RETAIL & ECOMMERCE 245

10.2.5.1 Exponential increase in online transactions and rising incidents of cyber threats to foster market growth          245

10.2.6    MANUFACTURING        246

10.2.6.1 Need to implement sophisticated cybersecurity protocols that can detect and prevent unauthorized access to sensitive data to propel market  246

10.2.7    ENERGY & UTILITIES    248

10.2.7.1 Need to protect critical infrastructure from cyberattacks to drive demand for generative AI cybersecurity 248

10.2.8    TELECOMMUNICATIONS          249

10.2.8.1 Proliferation of connected devices to demand advanced security measures to manage and mitigate real-time risks 249

10.2.9    AUTOMOTIVE, TRANSPORTATION, AND LOGISTICS     250

10.2.9.1 Rapid technological advancements and need to secure vehicle communication systems and software to drive market             250

10.2.10  MEDIA & ENTERTAINMENT      252

10.2.10.1             Need for increasing digital content distribution and online streaming services to propel market   252

10.2.11  OTHER END USERS        253

10.3       END USERS: CYBERSECURITY FOR GENERATIVE AI        255

10.3.1    CLOUD HYPERSCALERS             256

10.3.1.1 Need for AI to help detect anomalies, assess risks, and respond to threats more efficiently to foster market growth   256

10.3.2    MANAGED SECURITY SERVICE PROVIDERS       257

10.3.2.1 Need for monitoring, threat detection, incident response, and compliance management to accelerate market growth      257

10.3.3    GENERATIVE AI PROVIDERS     258

10.3.3.1 Generative AI providers to offer advanced solutions to enhance detection, prevention, and response to cyber threats      258

10.3.3.1.1            Foundation model/LLM developers 259

10.3.3.1.2            Data annotators   260

10.3.3.1.3            Content creation platform providers 261

10.3.3.1.4            Generative AI-as-a-service provider 263

11          GENERATIVE AI CYBERSECURITY MARKET, BY REGION 264

11.1       INTRODUCTION            265

11.2       NORTH AMERICA          267

11.2.1    NORTH AMERICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS              267

11.2.2    NORTH AMERICA: MACROECONOMIC OUTLOOK          267

11.2.3    US         277

11.2.3.1 Robust technological infrastructure and culture of innovation to drive market              277

11.2.4    CANADA            278

11.2.4.1 Technological advancements and presence of leading companies to propel market              278

11.3       EUROPE             279

11.3.1    EUROPE: GENERATIVE AI CYBERSECURITY MARKET DRIVERS  279

11.3.2    EUROPE: MACROECONOMIC OUTLOOK            279

11.3.3    UK         288

11.3.3.1 UK’s commitment to leveraging AI to stay ahead of evolving cyber threats to propel market   288

11.3.4    GERMANY         289

11.3.4.1 Rising incidents of cyberattacks and government initiatives to actively promote AI research to drive market     289

11.3.5    FRANCE             290

11.3.5.1 Strong focus on R&D and government initiatives to foster AI innovation to fuel market growth     290

11.3.6    ITALY   291

11.3.6.1 Increasing cyber threats, advancements in AI technology, and growing awareness of need for robust security measures to foster market growth     291

11.3.7    SPAIN   292

11.3.7.1 Rising focus on AI in cybersecurity to drive adoption of generative AI cybersecurity solutions 292

11.3.8    NETHERLANDS 293

11.3.8.1 Integration with advanced technologies and collaborative approach to foster innovation to accelerate market growth          293

11.3.9    REST OF EUROPE           294

11.4       ASIA PACIFIC    295

11.4.1    ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET DRIVERS              295

11.4.2    ASIA PACIFIC: MACROECONOMIC OUTLOOK    296

11.4.3    CHINA  306

11.4.3.1 Need for dynamic environment for developing sophisticated cybersecurity solutions to foster market growth     306

11.4.4    INDIA   307

11.4.4.1 Increasing cyber threats and urgent need for enhanced security measures to trigger market growth        307

11.4.5    JAPAN  308

11.4.5.1 Rising incidence of cyberattacks and need for advanced cybersecurity solutions to fuel market growth             308

11.4.6    SOUTH KOREA 309

11.4.6.1 Rising focus on synthetic media and AI technologies and investment in AI education and training programs to propel market       309

11.4.7    SINGAPORE      310

11.4.7.1 Robust digital infrastructure, supportive government policies, and emphasis on innovative technologies to drive market         310

11.4.8    AUSTRALIA & NEW ZEALAND   311

11.4.8.1 Changing regulatory landscape and increased emphasis on cybersecurity policies and frameworks to fuel market growth           311

11.4.9    REST OF ASIA PACIFIC  312

11.5       MIDDLE EAST & AFRICA             313

11.5.1    MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS            313

11.5.2    MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK            314

11.5.3    SAUDI ARABIA  322

11.5.3.1 Establishment of Center of Excellence (CoE) on Generative AI and R&D efforts on creating generative AI models to drive market         322

11.5.4    UAE      326

11.5.4.1 Major organizations to leverage generative AI for threat detection, risk assessment, and incident response        326

11.5.5    QATAR 330

11.5.5.1 QFC Data Protection Regulations to encourage organizations to invest in advanced cybersecurity measures     330

11.5.6    TURKEY             331

11.5.6.1 Turkish government’s regulatory initiatives further enhancing country’s readiness to tackle cybersecurity challenges effectively  331

11.5.7    REST OF MIDDLE EAST 332

11.5.8    AFRICA 333

11.5.8.1 Collaborative efforts between academia and industry to drive innovation and development of new AI models and surge in tech start-ups to foster market growth              333

11.6       LATIN AMERICA             334

11.6.1    LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET DRIVERS              334

11.6.2    LATIN AMERICA: MACROECONOMIC OUTLOOK            334

11.6.3    BRAZIL 343

11.6.3.1 Rapid digital transformation and increasing awareness of cyber threats to accelerate market growth   343

11.6.4    MEXICO             344

11.6.4.1 Technological innovation, strategic regional initiatives, and technological advancements in AI to boost market growth   344

11.6.5    ARGENTINA      345

11.6.5.1 Rapid advancements in cybersecurity landscape and development of local start-ups focused on AI-driven security solutions to foster market growth        345

11.6.6    REST OF LATIN AMERICA          346

12          COMPETITIVE LANDSCAPE       347

12.1       OVERVIEW        347

12.2       KEY PLAYER STRATEGIES/RIGHT TO WIN          347

12.3       REVENUE ANALYSIS      350

12.4       MARKET SHARE ANALYSIS         351

12.4.1    MARKET SHARE OF KEY PLAYERS OFFERING GENERATIVE AI-BASED CYBERSECURITY           351

12.4.1.1 Degree of competition       352

12.4.2    MARKET SHARE OF KEY PLAYERS OFFERING CYBERSECURITY FOR GENERATIVE AI             353

12.4.2.1 Degree of competition       354

12.5       BRAND/PRODUCT COMPARISON          356

12.5.1    BRAND/PRODUCT COMPARISON: GENERATIVE AI-BASED CYBERSECURITY           356

12.5.1.1 Security Copilot (Microsoft)            357

12.5.1.2 Purple AI (SentinelOne)   357

12.5.1.3 Sec-PALM (Google)         357

12.5.1.4 Charlotte AI (CrowdStrike)             358

12.5.1.5 Prevent (DarkTrace)         358

12.5.1.6 ZDX Copilot (Zscaler)       358

12.5.1.7 FortiAI (Fortinet) 358

12.5.1.8 Precision AI (Palo Alto)    358

12.5.2    BRAND/PRODUCT COMPARISON: CYBERSECURITY FOR GENERATIVE AI          359

12.5.2.1 QRadar (IBM)     360

12.5.2.2 AI Runtime Security (Palo Alto)      360

12.5.2.3 Nitro Enclaves (AWS)       360

12.5.2.4 Zero Trust Exchange (Zscaler)        361

12.5.2.5 Defender Cloud (Microsoft)            361

12.5.2.6 Watsonx.governance (IBM)             361

12.5.2.7 Nemo LLM Guardrails (NVIDIA)   361

12.5.2.8 TruLens (True Era)           361

12.6       COMPANY VALUATION AND FINANCIAL METRICS        362

12.7       COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023   363

12.7.1    KEY PLAYERS OFFERING GENERATIVE AI-BASED CYBERSECURITY              363

12.7.1.1 Stars      363

12.7.1.2 Emerging leaders 363

12.7.1.3 Pervasive players 363

12.7.1.4 Participants         363

12.7.1.5 Company footprint: key players, 2023            365

12.7.1.5.1            Company footprint            365

12.7.1.5.2            Offering footprint 366

12.7.1.5.3            Security type footprint       367

12.7.1.5.4            End-user footprint             368

12.7.1.5.5            Regional footprint              369

12.7.2    KEY PLAYERS OFFERING CYBERSECURITY SOLUTIONS FOR GENERATIVE AI             370

12.7.2.1 Stars      370

12.7.2.2 Emerging leaders 370

12.7.2.3 Pervasive players 370

12.7.2.4 Participants         370

12.7.2.5 Company footprint: key players, 2023            372

12.7.2.5.1            Company footprint            372

12.7.2.5.2            Offering footprint 373

12.7.2.5.3            Security-type footprint      374

12.7.2.5.4            End-user footprint             375

12.7.2.5.5            Regional footprint              375

12.8       COMPANY EVALUATION MATRIX: START-UPS/SMES, 2023         376

12.8.1    PROGRESSIVE COMPANIES       376

12.8.2    RESPONSIVE COMPANIES          376

12.8.3    DYNAMIC COMPANIES 376

12.8.4    STARTING BLOCKS       376

12.8.5    COMPETITIVE BENCHMARKING: START-UPS/SMES, 2023           378

12.8.5.1 Detailed list of key start-ups/SMEs  378

12.8.5.2 Competitive benchmarking of key start-ups/SMEs      381

12.9       COMPETITIVE SCENARIO AND TRENDS             382

12.9.1    PRODUCT LAUNCHES AND ENHANCEMENTS   382

12.9.2    DEALS  384

13          COMPANY PROFILES    389

13.1       INTRODUCTION            389

13.2       KEY PLAYERS   390

13.2.1    MICROSOFT      390

13.2.1.1 Business overview 390

13.2.1.2 Products/Solutions/Services offered 391

13.2.1.3 Recent developments         392

13.2.1.4 MnM view           392

13.2.1.4.1            Right to win         392

13.2.1.4.2            Strategic choices made       392

13.2.1.4.3            Weaknesses and competitive threats 393

13.2.2    IBM       394

13.2.2.1 Business overview 394

13.2.2.2 Products/Solutions/Services offered 395

13.2.2.3 Recent developments         396

13.2.2.4 MnM view           397

13.2.2.4.1            Right to win         397

13.2.2.4.2            Strategic choices made       397

13.2.2.4.3            Weaknesses and competitive threats 397

13.2.3    AWS      398

13.2.3.1 Business overview 398

13.2.3.2 Products/Solutions/Services offered 399

13.2.3.3 Recent developments         400

13.2.3.4 MnM view           400

13.2.3.4.1            Right to win         400

13.2.3.4.2            Strategic choices made       400

13.2.3.4.3            Weaknesses and competitive threats 400

13.2.4    GOOGLE           401

13.2.4.1 Business overview 401

13.2.4.2 Products/Solutions/Services offered 402

13.2.4.3 Recent developments         403

13.2.4.4 MnM view           404

13.2.4.4.1            Right to win         404

13.2.4.4.2            Strategic choices made       404

13.2.4.4.3            Weaknesses and competitive threats 405

13.2.5    SENTITELONE  406

13.2.5.1 Business overview 406

13.2.5.2 Products/Solutions/Services offered 407

13.2.5.3 Recent developments         408

13.2.5.4 MnM view           409

13.2.5.4.1            Right to win         409

13.2.5.4.2            Strategic choices made       409

13.2.5.4.3            Weaknesses and competitive threats 410

13.2.6    NVIDIA 411

13.2.6.1 Business overview 411

13.2.6.2 Products/Solutions/Services offered 412

13.2.6.3 Recent developments         413

13.2.7    CISCO   414

13.2.7.1 Business overview 414

13.2.7.2 Products/Solutions/Services offered 415

13.2.7.3 Recent developments         416

13.2.8    CROWDSTRIKE 417

13.2.8.1 Business overview 417

13.2.8.2 Products/Solutions/Services offered 418

13.2.8.3 Recent developments         419

13.2.9    FORTINET         421

13.2.9.1 Business overview 421

13.2.9.2 Products/Products/Solutions/Services offered            422

13.2.9.3 Recent developments         423

13.2.10  ZSCALER           424

13.2.10.1             Business overview 424

13.2.10.2             Products/Products/Solutions/Services offered            425

13.2.10.3             Recent developments         426

13.2.11  TREND MICRO  428

13.2.12  PALO ALTO NETWORKS            428

13.2.13  BLACKBERRY   429

13.2.14  DARKTRACE     430

13.2.15  F5          431

13.2.16  OKTA   431

13.2.17  SANGFOR TECHNOLOGIES       432

13.2.18  VERACODE       432

13.2.19  LEXISNEXIS       433

13.2.20  SECURITYSCORECARD 433

13.2.21  SOPHOS             434

13.2.22  BROADCOM      435

13.2.23  TRELLIX            436

13.2.24  TENABLE          437

13.2.25  COHESITY         438

13.2.26  ELASTIC NV      439

13.2.27  SNYK    440

13.3       START-UPS/SMES          441

13.3.1    ABNORMAL SECURITY 441

13.3.2    ADVERSA AI      442

13.3.3    AQUASEC          443

13.3.4    BIGID   444

13.3.5    CHECKMARX    445

13.3.6    CREDO AI          446

13.3.7    CYBEREASON   446

13.3.8    DEEPKEEP        447

13.3.9    FLASHPOINT    448

13.3.10  LAKERA             449

13.3.11  MOSTLY AI        450

13.3.12  RECORDED FUTURE     450

13.3.13  SECUREFRAME 451

13.3.14  SKYFLOW          452

13.3.15  SLASHNEXT      453

13.3.16  TROJAI 454

13.3.17  VIRUSTOTAL    455

13.3.18  XENONSTACK  456

13.3.19  ZEROFOX          457

14          ADJACENT AND RELATED MARKETS     458

14.1       INTRODUCTION            458

14.2       GENERATIVE AI MARKET – GLOBAL FORECAST TO 2030             458

14.2.1    MARKET DEFINITION   458

14.2.2    MARKET OVERVIEW     458

14.2.2.1 Generative AI market, by offering    459

14.2.2.2 Generative AI market, by data modality         460

14.2.2.3 Generative AI market, by application             461

14.2.2.4 Generative AI market, by vertical     462

14.2.2.5 Generative AI market, by region      464

14.3       ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET – GLOBAL FORECAST TO 2028       465

14.3.1    MARKET DEFINITION   465

14.3.2    MARKET OVERVIEW     465

14.3.2.1 Artificial intelligence in cybersecurity market, by offering          466

14.3.2.2 Artificial intelligence in cybersecurity market, by security type   467

14.3.2.3 Artificial intelligence in cybersecurity market, by technology     468

14.3.2.4 Artificial intelligence in cybersecurity market, by application     469

14.3.2.5 Artificial intelligence in cybersecurity market, by vertical           470

14.3.2.6 Artificial intelligence in cybersecurity market, by region             472

15          APPENDIX         473

15.1       DISCUSSION GUIDE      473

15.2       KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL             480

15.3       CUSTOMIZATION OPTIONS      482

15.4       RELATED REPORTS       482

15.5       AUTHOR DETAILS         483

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 AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          291

TABLE 227         ITALY: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          291

TABLE 228         ITALY: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          292

TABLE 229         SPAIN: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          292

TABLE 230         SPAIN: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          293

TABLE 231         NETHERLANDS: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          293

TABLE 232         NETHERLANDS: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          294

TABLE 233         REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2019–2023 (USD MILLION)            294

TABLE 234         REST OF EUROPE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2024–2030 (USD MILLION)            295

TABLE 235         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          297

TABLE 236         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          298

TABLE 237         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2019–2023 (USD MILLION)     298

TABLE 238         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2024–2030 (USD MILLION)     298

TABLE 239         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)            298

TABLE 240         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)            299

TABLE 241         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE,

2019–2023 (USD MILLION)          299

TABLE 242         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE,

2024–2030 (USD MILLION)          299

TABLE 243         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION)      299

TABLE 244         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION)      300

TABLE 245         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY SOFTWARE, 2019–2023 (USD MILLION)          300

TABLE 246         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY SOFTWARE, 2024–2030 (USD MILLION)          301

TABLE 247         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2019–2023 (USD MILLION)              301

TABLE 248         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2024–2030 (USD MILLION)              302

TABLE 249         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2019–2023 (USD MILLION)        302

TABLE 250         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2024–2030 (USD MILLION)        302

TABLE 251         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY END USER,

2019–2023 (USD MILLION)          303

TABLE 252         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY END USER,

2024–2030 (USD MILLION)          303

TABLE 253         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY END USER, 2019–2023 (USD MILLION)              303

TABLE 254         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE AI-BASED CYBERSECURITY END USER, 2024–2030 (USD MILLION)              304

TABLE 255         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY FOR GENERATIVE AI END USER, 2019–2023 (USD MILLION)              304

TABLE 256         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY FOR GENERATIVE AI END USER, 2024–2030 (USD MILLION)              305

TABLE 257         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY,

2019–2023 (USD MILLION)          305

TABLE 258         ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY,

2024–2030 (USD MILLION)          305

TABLE 259         CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          306

TABLE 260         CHINA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          306

TABLE 261         INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          307

TABLE 262         INDIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          307

TABLE 263         JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          308

TABLE 264         JAPAN: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          308

TABLE 265         SOUTH KOREA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          309

TABLE 266         SOUTH KOREA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          310

TABLE 267         SINGAPORE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          310

TABLE 268         SINGAPORE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          311

TABLE 269         AUSTRALIA & NEW ZEALAND: GENERATIVE AI CYBERSECURITY MARKET,

BY OFFERING, 2019–2023 (USD MILLION)            311

TABLE 270         AUSTRALIA & NEW ZEALAND: GENERATIVE AI CYBERSECURITY MARKET,

BY OFFERING, 2024–2030 (USD MILLION)            312

TABLE 271         REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2019–2023 (USD MILLION)        312

TABLE 272         REST OF ASIA PACIFIC: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2024–2030 (USD MILLION)        313

TABLE 273         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2019–2023 (USD MILLION)        314

TABLE 274         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2024–2030 (USD MILLION)        314

TABLE 275         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2019–2023 (USD MILLION)          315

TABLE 276         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2024–2030 (USD MILLION)          315

TABLE 277         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)      315

TABLE 278         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)      315

TABLE 279         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2019–2023 (USD MILLION)            316

TABLE 280         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE, 2024–2030 (USD MILLION)            316

TABLE 281         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 316

TABLE 282         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION) 316

TABLE 283         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY GENERATIVE AI-BASED CYBERSECURITY SOFTWARE,

2019–2023 (USD MILLION)          317

TABLE 284         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY GENERATIVE AI-BASED CYBERSECURITY SOFTWARE,

2024–2030 (USD MILLION)          317

TABLE 285         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2019–2023 (USD MILLION)          318

TABLE 286         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2024–2030 (USD MILLION)          318

TABLE 287         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY SECURITY TYPE, 2019–2023 (USD MILLION)  318

TABLE 288         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY SECURITY TYPE, 2024–2030 (USD MILLION)  319

TABLE 289         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY END USER, 2019–2023 (USD MILLION)            319

TABLE 290         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY END USER, 2024–2030 (USD MILLION)            319

TABLE 291         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY GENERATIVE AI-BASED CYBERSECURITY END USER,

2019–2023 (USD MILLION)          320

TABLE 292         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY GENERATIVE AI-BASED CYBERSECURITY END-USER,

2024–2030 (USD MILLION)          320

TABLE 293         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY CYBERSECURITY FOR GENERATIVE AI END USER, 2019–2023 (USD MILLION)              321

TABLE 294         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET,

BY CYBERSECURITY FOR GENERATIVE AI END USER, 2024–2030 (USD MILLION)              321

TABLE 295         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2019–2023 (USD MILLION)         321

TABLE 296         MIDDLE EAST & AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY, 2024–2030 (USD MILLION)         322

TABLE 297         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          323

TABLE 298         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          323

TABLE 299         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2019–2023 (USD MILLION)     323

TABLE 300         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2024–2030 (USD MILLION)     323

TABLE 301         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)            324

TABLE 302         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)            324

TABLE 303         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE,

2019–2023 (USD MILLION)          324

TABLE 304         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE,

2024–2030 (USD MILLION)          324

TABLE 305         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2019–2023 (USD MILLION)        325

TABLE 306         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2024–2030 (USD MILLION)        325

TABLE 307         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER,

2019–2023 (USD MILLION)          325

TABLE 308         SAUDI ARABIA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER,

2024–2030 (USD MILLION)          326

TABLE 309        UAE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          326

TABLE 310        UAE: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          327

TABLE 311         UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE,

2019–2023 (USD MILLION)          327

TABLE 312         UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE,

2024–2030 (USD MILLION)          327

TABLE 313         UAE: GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE,

2019–2023 (USD MILLION)          327

TABLE 314         UAE: GENERATIVE AI CYBERSECURITY MARKET, BY DEPLOYMENT MODE,

2024–2030 (USD MILLION)          328

TABLE 315         UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE,

2019–2023 (USD MILLION)          328

TABLE 316         UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE,

2024–2030 (USD MILLION)          328

TABLE 317         UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE,

2019–2023 (USD MILLION)          328

TABLE 318         UAE: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE,

2024–2030 (USD MILLION)          329

TABLE 319         UAE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER,

2019–2023 (USD MILLION)          329

TABLE 320         UAE: GENERATIVE AI CYBERSECURITY MARKET, BY END USER,

2024–2030 (USD MILLION)          329

TABLE 321         QATAR: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          330

TABLE 322         QATAR: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          330

TABLE 323         TURKEY: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)        331

TABLE 324         TURKEY: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          331

TABLE 325         REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2019–2023 (USD MILLION)        332

TABLE 326         REST OF MIDDLE EAST: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2024–2030 (USD MILLION)        332

TABLE 327         AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          333

TABLE 328         AFRICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          333

TABLE 329         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          335

TABLE 330         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          335

TABLE 331         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2019–2023 (USD MILLION) 335

TABLE 332         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SOFTWARE TYPE, 2024–2030 (USD MILLION) 336

TABLE 333         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET,

BY DEPLOYMENT MODE, 2019–2023 (USD MILLION)      336

TABLE 334         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET,

BY DEPLOYMENT MODE, 2024–2030 (USD MILLION)      336

TABLE 335         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE,

2019–2023 (USD MILLION)          336

TABLE 336         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SERVICE,

2024–2030 (USD MILLION)          337

TABLE 337         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET,

BY PROFESSIONAL SERVICE, 2019–2023 (USD MILLION) 337

TABLE 338         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET,

BY PROFESSIONAL SERVICE, 2024–2030 (USD MILLION) 337

TABLE 339         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE

AI-BASED CYBERSECURITY SOFTWARE, 2019–2023 (USD MILLION)         338

TABLE 340         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE

AI-BASED CYBERSECURITY SOFTWARE, 2024–2030 (USD MILLION)         338

TABLE 341         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2019–2023 (USD MILLION)          339

TABLE 342         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY SOFTWARE FOR GENERATIVE AI, 2024–2030 (USD MILLION)          339

TABLE 343         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2019–2023 (USD MILLION)  339

TABLE 344         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY SECURITY TYPE, 2024–2030 (USD MILLION)  340

TABLE 345         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER,

2019–2023 (USD MILLION)          340

TABLE 346         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY END USER,

2024–2030 (USD MILLION)          340

TABLE 347         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE

AI-BASED CYBERSECURITY END USER, 2019–2023 (USD MILLION)           341

TABLE 348         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY GENERATIVE

AI-BASED CYBERSECURITY END USER, 2024–2030 (USD MILLION)           341

TABLE 349         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY FOR GENERATIVE AI END USER, 2019–2023 (USD MILLION)              342

TABLE 350         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY CYBERSECURITY FOR GENERATIVE AI END USER, 2024–2030 (USD MILLION)              342

TABLE 351         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY,

2019–2023 (USD MILLION)          342

TABLE 352         LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY COUNTRY,

2024–2030 (USD MILLION)          343

TABLE 353         BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          343

TABLE 354         BRAZIL: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          344

TABLE 355         MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          344

TABLE 356         MEXICO: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          345

TABLE 357         ARGENTINA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2019–2023 (USD MILLION)          345

TABLE 358         ARGENTINA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING,

2024–2030 (USD MILLION)          346

TABLE 359         REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2019–2023 (USD MILLION)        346

TABLE 360         REST OF LATIN AMERICA: GENERATIVE AI CYBERSECURITY MARKET, BY OFFERING, 2024–2030 (USD MILLION)        346

TABLE 361         OVERVIEW OF STRATEGIES ADOPTED BY KEY GENERATIVE AI CYBERSECURITY VENDORS       348

TABLE 362         GENERATIVE AI-BASED CYBERSECURITY MARKET: DEGREE OF COMPETITION         352

TABLE 363         CYBERSECURITY FOR GENERATIVE AI MARKET: DEGREE OF COMPETITION 354

TABLE 364         OFFERING FOOTPRINT (25 COMPANIES)           366

TABLE 365         SECURITY TYPE FOOTPRINT (25 COMPANIES)  367

TABLE 366         END-USER FOOTPRINT (25 COMPANIES)           368

TABLE 367         REGIONAL FOOTPRINT (25 COMPANIES)           369

TABLE 368         OFFERING FOOTPRINT (13 COMPANIES)           373

TABLE 369         SECURITY TYPE FOOTPRINT (13 COMPANIES)  374

TABLE 370         END-USER FOOTPRINT (13 COMPANIES)           375

TABLE 371         REGIONAL FOOTPRINT (13 COMPANIES)           375

TABLE 372         GENERATIVE AI CYBERSECURITY MARKET: KEY START-UPS/SMES         378

TABLE 373         GENERATIVE AI CYBERSECURITY MARKET: COMPETITIVE BENCHMARKING

OF KEY START-UPS/SMES          381

TABLE 374         GENERATIVE AI CYBERSECURITY MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, MAY 2023–JUNE 2024            382

TABLE 375         GENERATIVE AI CYBERSECURITY MARKET: DEALS, MAY 2023–JUNE 2024          384

TABLE 376         MICROSOFT: COMPANY OVERVIEW      390

TABLE 377         MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED              391

TABLE 378         MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS              392

TABLE 379         IBM: COMPANY OVERVIEW       394

TABLE 380         IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED        395

TABLE 381         IBM: DEALS       396

TABLE 382         AWS: COMPANY OVERVIEW      398

TABLE 383         AWS: PRODUCTS/SOLUTIONS/SERVICES OFFERED       399

TABLE 384         AWS: DEALS      400

TABLE 385         GOOGLE: COMPANY OVERVIEW            401

TABLE 386         GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED              402

TABLE 387         GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS              403

TABLE 388         GOOGLE: DEALS            404

TABLE 389         SENTINELONE: COMPANY OVERVIEW  406

TABLE 390         SENTINELONE: PRODUCTS/SOLUTIONS/SERVICES OFFERED              407

TABLE 391         SENTINELONE: PRODUCT LAUNCHES AND ENHANCEMENTS              408

TABLE 392         SENTINELONE: DEALS 408

TABLE 393         NVIDIA: COMPANY OVERVIEW 411

TABLE 394         NVIDIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED  412

TABLE 395         NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS  413

TABLE 396         NVIDIA: DEALS 413

TABLE 397         CISCO: COMPANY OVERVIEW   414

TABLE 398         CISCO: PRODUCTS/SOLUTIONS/SERVICES OFFERED    415

TABLE 399         CISCO: PRODUCT LAUNCHES AND ENHANCEMENTS    416

TABLE 400         CISCO: DEALS  416

TABLE 401         CROWDSTRIKE: COMPANY OVERVIEW 417

TABLE 402         CROWDSTRIKE: PRODUCTS/SOLUTIONS/SERVICES OFFERED              418

TABLE 403         CROWDSTRIKE: PRODUCT LAUNCHES AND ENHANCEMENTS              419

TABLE 404         CROWDSTRIKE: DEALS 420

TABLE 405         FORTINET: COMPANY OVERVIEW         421

TABLE 406         FORTINET: PRODUCTS/PRODUCTS/SOLUTIONS/SERVICES OFFERED          422

TABLE 407         FORTINET: PRODUCT LAUNCHES AND ENHANCEMENTS              423

TABLE 408         FORTINET: DEALS         423

TABLE 409         ZSCALER: COMPANY OVERVIEW            424

TABLE 410         ZSCALER: PRODUCTS/PRODUCTS/SOLUTIONS/SERVICES OFFERED          425

TABLE 411         ZSCALER: PRODUCT LAUNCHES AND ENHANCEMENTS              426

TABLE 412         ZSCALER: DEALS           426

TABLE 413         GENERATIVE AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)          459

TABLE 414         GENERATIVE AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)          460

TABLE 415         GENERATIVE AI MARKET, BY DATA MODALITY, 2019–2023 (USD MILLION) 460

TABLE 416         GENERATIVE AI MARKET, BY DATA MODALITY, 2024–2030 (USD MILLION) 461

TABLE 417         GENERATIVE AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)          461

TABLE 418         GENERATIVE AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)          462

TABLE 419         GENERATIVE AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)          463

TABLE 420         GENERATIVE AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)          463

TABLE 421         GENERATIVE AI MARKET, BY REGION, 2019–2023 (USD MILLION)          464

TABLE 422         GENERATIVE AI MARKET, BY REGION, 2024–2030 (USD MILLION)          464

TABLE 423         AI IN CYBERSECURITY MARKET, BY OFFERING, 2019–2022 (USD MILLION)          466

TABLE 424         AI IN CYBERSECURITY MARKET, BY OFFERING, 2023–2028 (USD MILLION)          467

TABLE 425         AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019–2022 (USD MILLION) 467

TABLE 426         AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023–2028 (USD MILLION) 468

TABLE 427         AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION) 468

TABLE 428         AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION) 469

TABLE 429         AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019–2022 (USD MILLION) 470

TABLE 430         AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 470

TABLE 431         AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019–2022 (USD MILLION)          471

TABLE 432         AI IN CYBERSECURITY MARKET, BY VERTICAL, 2023–2028 (USD MILLION)          471

TABLE 433         AI IN CYBERSECURITY MARKET, BY REGION, 2019–2022 (USD MILLION)          472

TABLE 434         AI IN CYBERSECURITY MARKET, BY REGION, 2023–2028 (USD MILLION)          472

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