市場調査レポート概要
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TABLE 1 USD EXCHANGE RATE, 2020-2022 TABLE 2 PRIMARY INTERVIEWS TABLE 3 FACTOR ANALYSIS TABLE 4 RECESSION IMPACT ON AI IN CYBERSECURITY MARKET TABLE 5 GLOBAL AI IN CYBERSECURITY MARKET AND GROWTH RATE, 2019-2022 (USD MILLION Y-O-Y) TABLE 6 GLOBAL AI IN CYBERSECURITY MARKET AND GROWTH RATE, 2023-2028 (USD MILLION Y-O-Y) TABLE 7 ROLE OF PLAYERS IN AI IN CYBERSECURITY TABLE 8 TARIFFS RELATED TO AI IN CYBERSECURITY MARKET, 2022 TABLE 9 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 10 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 11 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 12 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS TABLE 13 PORTER'S FIVE FORCES IMPACT ON AI IN CYBERSECURITY TABLE 14 DETAILED LIST OF CONFERENCE & EVENTS, 2023-2024 TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS TABLE 16 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS TABLE 17 INDICATIVE PRICING LEVELS OF AI IN CYBERSECURITY VENDORS, BY SOLUTION TABLE 18 AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY HARDWARE (USD) TABLE 19 PATENTS FILED, 2013-2023 TABLE 20 TOP 20 PATENT OWNERS IN AI IN CYBERSECURITY, 2013-2023 TABLE 21 LIST OF FEW PATENTS IN AI IN CYBERSECURITY MARKET, 2023 TABLE 22 BEST PRACTICES IN AI IN CYBERSECURITY MARKETS TABLE 23 SHORT-TERM ROADMAP, 2023-2025 TABLE 24 MID-TERM ROADMAP, 2026-2028 TABLE 25 LONG-TERM ROADMAP, 2029-2030 TABLE 26 AI IN CYBERSECURITY MARKET, BY OFFERING, 2019-2022 (USD MILLION) TABLE 27 AI IN CYBERSECURITY MARKET, BY OFFERING, 2023-2028 (USD MILLION) TABLE 28 AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 29 AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 30 AI HARDWARE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 31 AI HARDWARE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 32 AI ACCELERATORS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 33 AI ACCELERATORS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 34 AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 35 AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 36 AI PROCESSORS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 37 AI PROCESSORS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 38 AI MPU IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 39 AI MPU IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 40 AI GPU IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 41 AI GPU IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 42 AI FPGA IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 43 AI FPGA IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 44 AI ASIC IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 45 AI ASIC IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 46 AI TPU IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 47 AI TPU IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 48 OTHER AI PROCESSORS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 49 OTHER AI PROCESSORS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 50 AI STORAGE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 51 AI STORAGE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 52 AI NETWORKS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 53 AI NETWORKS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 54 AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 55 AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 56 AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 57 AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 58 AI SOFTWARE IN CYBERSECURITY MARKET, 2019-2022 (USD MILLION) TABLE 59 AI SOFTWARE IN CYBERSECURITY MARKET, 2023-2028 (USD MILLION) TABLE 60 AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 61 AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 62 STANDALONE AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 63 STANDALONE AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 64 INTEGRATED AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 65 INTEGRATED AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 66 AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 67 AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 68 AI PLATFORMS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 69 AI PLATFORMS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 70 APPLICATION PROGRAM INTERFACE (API) IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 71 APPLICATION PROGRAM INTERFACE (API) IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 72 AI MACHINE LEARNING FRAMEWORK IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 73 AI MACHINE LEARNING FRAMEWORK IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 74 AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION) TABLE 75 AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION) TABLE 76 ON-PREMISE AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 77 ON-PREMISE AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 78 CLOUD-BASED AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 79 CLOUD-BASED AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 80 AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 81 AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 82 AI SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 83 AI SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 84 AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 85 AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 86 AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 87 AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 88 AI CONSULTING SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 89 AI CONSULTING SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 90 AI DEPLOYMENT & INTEGRATION SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 91 AI DEPLOYMENT & INTEGRATION SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 92 AI SUPPORT & MAINTENANCE SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 93 AI SUPPORT & MAINTENANCE SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 94 AI MANAGED SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 95 AI MANAGED SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 96 AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019-2022 (USD MILLION) TABLE 97 AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023-2028 (USD MILLION) TABLE 98 AI IN CYBERSECURITY MARKET, BY INFRASTRUCTURE SECURITY, 2019-2022 (USD MILLION) TABLE 99 AI IN CYBERSECURITY MARKET, BY INFRASTRUCTURE SECURITY, 2023-2028 (USD MILLION) TABLE 100 AI IN INFRASTRUCTURE SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 101 AI IN INFRASTRUCTURE SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 102 AI IN NETWORK SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 103 AI IN NETWORK SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 104 AI IN ENDPOINT SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 105 AI IN ENDPOINT SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 106 AI IN CLOUD SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 107 AI IN CLOUD SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 108 AI IN OTHER INFRASTRUCTURE SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 109 AI IN OTHER INFRASTRUCTURE SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 110 AI IN DATA SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 111 AI IN DATA SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 112 AI IN APPLICATION SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 113 AI IN APPLICATION SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 114 AI IN OTHER SECURITY TYPES MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 115 AI IN OTHER SECURITY TYPES MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 116 AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION) TABLE 117 AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) TABLE 118 MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 119 MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 120 MACHINE LEARNING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 121 MACHINE LEARNING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 122 DEEP LEARNING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 123 DEEP LEARNING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 124 SUPERVISED LEARNING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 125 SUPERVISED LEARNING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 126 UNSUPERVISED LEARNING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 127 UNSUPERVISED LEARNING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 128 REINFORCEMENT LEARNING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 129 REINFORCEMENT LEARNING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 130 NEURAL NETWORKS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 131 NEURAL NETWORKS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 132 NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION) TABLE 133 NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 134 NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 135 NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 136 TEXT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 137 TEXT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 138 CHATBOT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 139 CHATBOT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 140 SENTIMENT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 141 SENTIMENT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 142 NATURAL LANGUAGE GENERATION (NLG) IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 143 NATURAL LANGUAGE GENERATION (NLG) IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 144 NAMED ENTITY RECOGNITION (NER) IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 145 NAMED ENTITY RECOGNITION (NER) IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 146 NATURAL LANGUAGE UNDERSTANDING (NLU) IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 147 NATURAL LANGUAGE UNDERSTANDING (NLU) IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 148 CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION) TABLE 149 CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 150 CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 151 CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 152 AUTOMATED THREAT INTELLIGENCE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 153 AUTOMATED THREAT INTELLIGENCE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 154 AI THREAT HUNTING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 155 AI THREAT HUNTING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 156 AI AUTOMATION & ORCHESTRATION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 157 AI AUTOMATION & ORCHESTRATION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 158 AI COMPUTER VISION IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION) TABLE 159 AI COMPUTER VISION IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 160 AI COMPUTER VISION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 161 AI COMPUTER VISION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 162 AI IMAGE RECOGNITION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 163 AI IMAGE RECOGNITION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 164 AI OBJECT DETECTION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 165 AI OBJECT DETECTION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 166 ANOMALY DETECTION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 167 ANOMALY DETECTION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 168 AI VIDEO ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 169 AI VIDEO ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 170 FACIAL RECOGNITION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 171 FACIAL RECOGNITION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 172 SECURITY SURVEILLANCE OPTIMIZATION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 173 SECURITY SURVEILLANCE OPTIMIZATION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 174 AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION) TABLE 175 AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 176 AI IN CYBERSECURITY MARKET IN IDENTITY & ACCESS MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION) TABLE 177 AI IN CYBERSECURITY MARKET IN IDENTITY & ACCESS MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION) TABLE 178 AI IN CYBERSECURITY MARKET IN IDENTITY & ACCESS MANAGEMENT APPLICATIONS, BY REGION, 2019-2022 (USD MILLION) TABLE 179 AI IN CYBERSECURITY MARKET IN IDENTITY & ACCESS MANAGEMENT APPLICATIONS, BY REGION, 2023-2028 (USD MILLION) TABLE 180 AI IN CYBERSECURITY MARKET IN RISK & COMPLIANCE MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION) TABLE 181 AI IN CYBERSECURITY MARKET IN RISK & COMPLIANCE MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION) TABLE 182 AI IN CYBERSECURITY MARKET IN RISK & COMPLIANCE MANAGEMENT APPLICATIONS, BY REGION, 2019-2022 (USD MILLION) TABLE 183 AI IN CYBERSECURITY MARKET IN RISK & COMPLIANCE MANAGEMENT APPLICATIONS, BY REGION, 2023-2028 (USD MILLION) TABLE 184 AI IN CYBERSECURITY MARKET IN DATA LOSS PREVENTION APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION) TABLE 185 AI IN CYBERSECURITY MARKET IN DATA LOSS PREVENTION APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION) TABLE 186 AI IN CYBERSECURITY MARKET IN DATA LOSS PREVENTION APPLICATIONS, BY REGION, 2019-2022 (USD MILLION) TABLE 187 AI IN CYBERSECURITY MARKET IN DATA LOSS PREVENTION APPLICATIONS, BY REGION, 2023-2028 (USD MILLION) TABLE 188 AI IN CYBERSECURITY MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION) TABLE 189 AI IN CYBERSECURITY MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION) TABLE 190 AI IN CYBERSECURITY MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY REGION, 2019-2022 (USD MILLION) TABLE 191 AI IN CYBERSECURITY MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY REGION, 2023-2028 (USD MILLION) TABLE 192 AI IN CYBERSECURITY MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION) TABLE 193 AI IN CYBERSECURITY MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION) TABLE 194 AI IN CYBERSECURITY MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY REGION, 2019-2022 (USD MILLION) TABLE 195 AI IN CYBERSECURITY MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY REGION, 2023-2028 (USD MILLION) TABLE 196 AI IN CYBERSECURITY MARKET IN FRAUD DETECTION APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION) TABLE 197 AI IN CYBERSECURITY MARKET IN FRAUD DETECTION APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION) TABLE 198 AI IN CYBERSECURITY MARKET IN FRAUD DETECTION APPLICATIONS, BY REGION, 2019-2022 (USD MILLION) TABLE 199 AI IN CYBERSECURITY MARKET IN FRAUD DETECTION APPLICATIONS, BY REGION, 2023-2028 (USD MILLION) TABLE 200 AI IN CYBERSECURITY MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, BY SUBAPPLICATION, 2019-2022 (USD MILLION) TABLE 201 AI IN CYBERSECURITY MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, 2023-2028 (USD MILLION) TABLE 202 AI IN CYBERSECURITY MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, BY REGION, 2019-2022 (USD MILLION) TABLE 203 AI IN CYBERSECURITY MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, BY REGION, 2023-2028 (USD MILLION) TABLE 204 AI IN CYBERSECURITY MARKET IN OTHER APPLICATIONS, BY REGION, 2019-2022 (USD MILLION) TABLE 205 AI IN CYBERSECURITY MARKET IN OTHER APPLICATIONS, BY REGION, 2023-2028 (USD MILLION) TABLE 206 AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019-2022 (USD MILLION) TABLE 207 AI IN CYBERSECURITY MARKET, BY VERTICAL, 2023-2028 (USD MILLION) TABLE 208 BFSI: USE CASES TABLE 209 AI IN CYBERSECURITY MARKET IN BFSI VERTICAL, BY REGION, 2019-2022 (USD MILLION) TABLE 210 AI IN CYBERSECURITY MARKET IN BFSI VERTICAL, BY REGION, 2023-2028 (USD MILLION) TABLE 211 GOVERNMENT & PUBLIC SECTOR: USE CASES TABLE 212 AI IN CYBERSECURITY MARKET IN GOVERNMENT & PUBLIC SECTOR VERTICAL, BY REGION, 2019-2022 (USD MILLION) TABLE 213 AI IN CYBERSECURITY MARKET IN GOVERNMENT & PUBLIC SECTOR VERTICAL, BY REGION, 2023-2028 (USD MILLION) TABLE 214 MANUFACTURING: USE CASES TABLE 215 AI IN CYBERSECURITY IN MANUFACTURING VERTICAL, BY REGION, 2019-2022 (USD MILLION) TABLE 216 AI IN CYBERSECURITY IN MANUFACTURING VERTICAL, BY REGION, 2023-2028 (USD MILLION) TABLE 217 HEALTHCARE & LIFE SCIENCES: USE CASES TABLE 218 AI IN CYBERSECURITY MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY REGION, 2019-2022 (USD MILLION) TABLE 219 AI IN CYBERSECURITY MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY REGION, 2023-2028 (USD MILLION) TABLE 220 RETAIL & ECOMMERCE: USE CASES TABLE 221 AI IN CYBERSECURITY MARKET IN RETAIL & ECOMMERCE VERTICAL, BY REGION, 2019-2022 (USD MILLION) TABLE 222 AI IN CYBERSECURITY MARKET IN RETAIL & ECOMMERCE VERTICAL, BY REGION, 2023-2028 (USD MILLION) TABLE 223 TELECOMMUNICATIONS: USE CASES TABLE 224 AI IN CYBERSECURITY MARKET IN TELECOMMUNICATIONS VERTICAL, BY REGION, 2019-2022 (USD MILLION) TABLE 225 AI IN CYBERSECURITY MARKET IN TELECOMMUNICATIONS VERTICAL, BY REGION, 2023-2028 (USD MILLION) TABLE 226 IT/ITES: USE CASES TABLE 227 AI IN CYBERSECURITY MARKET IN IT/ITES VERTICAL, BY REGION, 2019-2022 (USD MILLION) TABLE 228 AI IN CYBERSECURITY MARKET IN IT/ITES VERTICAL, BY REGION, 2023-2028 (USD MILLION) TABLE 229 MEDIA & ENTERTAINMENT: USE CASES TABLE 230 AI IN CYBERSECURITY MARKET IN MEDIA & ENTERTAINMENT VERTICAL, BY REGION, 2019-2022 (USD MILLION) TABLE 231 AI IN CYBERSECURITY MARKET IN MEDIA & ENTERTAINMENT VERTICAL, BY REGION, 2023-2028 (USD MILLION) TABLE 232 AUTOMOTIVE: USE CASES TABLE 233 AI IN CYBERSECURITY MARKET IN AUTOMOTIVE VERTICAL, BY REGION, 2019-2022 (USD MILLION) TABLE 234 AI IN CYBERSECURITY MARKET IN AUTOMOTIVE VERTICAL, BY REGION, 2023-2028 (USD MILLION) TABLE 235 OTHER VERTICALS: AI IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 236 OTHER VERTICALS: AI IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 237 AI IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION) TABLE 238 AI IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION) TABLE 239 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY OFFERING, 2019-2022 (USD MILLION) TABLE 240 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY OFFERING, 2023-2028 (USD MILLION) TABLE 241 NORTH AMERICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 242 NORTH AMERICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 243 NORTH AMERICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 244 NORTH AMERICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 245 NORTH AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 246 NORTH AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 247 NORTH AMERICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 248 NORTH AMERICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 249 NORTH AMERICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 250 NORTH AMERICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 251 NORTH AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION) TABLE 252 NORTH AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION) TABLE 253 NORTH AMERICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 254 NORTH AMERICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 255 NORTH AMERICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 256 NORTH AMERICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 257 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019-2022 (USD MILLION) TABLE 258 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023-2028 (USD MILLION) TABLE 259 NORTH AMERICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 260 NORTH AMERICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 261 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION) TABLE 262 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) TABLE 263 NORTH AMERICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 264 NORTH AMERICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 265 NORTH AMERICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 266 NORTH AMERICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 267 NORTH AMERICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 268 NORTH AMERICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 269 NORTH AMERICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 270 NORTH AMERICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 271 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION) TABLE 272 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 273 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019-2022 (USD MILLION) TABLE 274 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY VERTICAL, 2023-2028 (USD MILLION) TABLE 275 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2019-2022 (USD MILLION) TABLE 276 NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2023-2028 (USD MILLION) TABLE 277 EUROPE: AI IN CYBERSECURITY MARKET, BY OFFERING, 2019-2022 (USD MILLION) TABLE 278 EUROPE: AI IN CYBERSECURITY MARKET, BY OFFERING, 2023-2028 (USD MILLION) TABLE 279 EUROPE: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 280 EUROPE: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 281 EUROPE: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 282 EUROPE: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 283 EUROPE: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 284 EUROPE: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 285 EUROPE: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 286 EUROPE: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 287 EUROPE: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 288 EUROPE: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 289 EUROPE: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION) TABLE 290 EUROPE: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION) TABLE 291 EUROPE: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 292 EUROPE: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 293 EUROPE: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 294 EUROPE: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 295 EUROPE: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019-2022 (USD MILLION) TABLE 296 EUROPE: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023-2028 (USD MILLION) TABLE 297 EUROPE: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 298 EUROPE: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 299 EUROPE: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION) TABLE 300 EUROPE: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION) TABLE 301 EUROPE: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 302 EUROPE: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 303 EUROPE: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 304 EUROPE: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 305 EUROPE: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 306 EUROPE: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 307 EUROPE: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION) TABLE 308 EUROPE: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION) TABLE 309 EUROPE: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION) TABLE 310 EUROPE: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION) TABLE 311 EUROPE: AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019-2022 (USD MILLION) TABLE 312 EUROPE: AI IN CYBER SECURITY MARKET, BY VERTICAL, 2023-2028 (USD MILLION) TABLE 313 EUROPE: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2019-2022 (USD MILLION) TABLE 314 EUROPE: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
FIGURE 1 AI IN CYBERSECURITY MARKET SEGMENTATION FIGURE 2 AI IN CYBERSECURITY MARKET SEGMENTATION, BY REGION FIGURE 3 YEARS CONSIDERED FIGURE 4 AI IN CYBERSECURITY MARKET: RESEARCH DESIGN FIGURE 5 BREAKUP OF PRIMARY PROFILES, BY COMPANY TYPE, DESIGNATION, AND REGION FIGURE 6 TOP-DOWN AND BOTTOM-UP APPROACHES FIGURE 7 APPROACH 1 (SUPPLY-SIDE): REVENUE OF SOLUTIONS/SERVICES OF AI IN CYBERSECURITY MARKET FIGURE 8 APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL AI SOLUTIONS/SERVICES/HARDWARE IN CYBERSECURITY FIGURE 9 APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL AI SOLUTIONS/SERVICES/HARDWARE IN CYBERSECURITY FIGURE 10 APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARES OF AI IN CYBERSECURITY DERIVED THROUGH OVERALL AI IN CYBERSECURITY SPENDING FIGURE 11 AI IN CYBERSECURITY MARKET: DATA TRIANGULATION FIGURE 12 AI SOLUTIONS TO ACCOUNT FOR LARGEST OFFERING MARKET IN CYBERSECURITY IN 2023 FIGURE 13 ACCELERATORS TO ACCOUNT FOR LARGEST HARDWARE OFFERING MARKET IN CYBERSECURITY IN 2023 FIGURE 14 MICROPROCESSING UNITS TO WITNESS HIGHEST DEMAND AMONG PROCESSORS IN CYBERSECURITY MARKET IN 2023 FIGURE 15 AI SOFTWARE TO BE LARGER SOLUTIONS MARKET THAN AI PLATFORMS IN CYBERSECURITY MARKET IN 2023 FIGURE 16 STANDALONE SOFTWARE TO BE LARGER MARKET THAN INTEGRATED SOFTWARE IN 2023 FIGURE 17 MACHINE LEARNING FRAMEWORK TO ACCOUNT FOR LARGER PLATFORM MARKET IN 2023 FIGURE 18 CLOUD DEPLOYMENT OF AI SOLUTIONS IN CYBERSECURITY TO ACCOUNT FOR LARGER MARKET IN 2023 FIGURE 19 PROFESSIONAL AI SERVICES TO LEAD OVER MANAGED AI SERVICES IN CYBERSECURITY IN 2023 FIGURE 20 CONSULTING SERVICES TO ACCOUNT FOR LARGEST PROFESSIONAL SERVICES MARKET IN 2023 FIGURE 21 AI DEPLOYMENT TO BE HIGHEST IN INFRASTRUCTURE SECURITY IN 2023 FIGURE 22 NETWORK SECURITY TO BE LARGEST INFRASTRUCTURE SECURITY USE OF AI IN 2023 FIGURE 23 MACHINE LEARNING TO DOMINATE MARKET AMONG AI TECHNOLOGIES IN CYBERSECURITY IN 2023 FIGURE 24 DEEP LEARNING SEGMENT TO DOMINATE MARKET AMONG MACHINE LEARNING TECHNOLOGIES IN CYBERSECURITY IN 2023 FIGURE 25 TEXT ANALYSIS TO BE LARGEST NATURAL LANGUAGE PROCESSING TECHNOLOGY DEPLOYED IN CYBERSECURITY IN 2023 FIGURE 26 AUTOMATED THREAT INTELLIGENCE TO BE LARGEST AMONG CONTEXT-AWARE COMPUTING TECHNOLOGIES IN CYBERSECURITY IN 2023 FIGURE 27 IMAGE RECOGNITION TO BE LARGEST COMPUTER VISION TECHNOLOGY IN CYBERSECURITY IN 2023 FIGURE 28 IDENTITY & ACCESS MANAGEMENT TO BE LARGEST APPLICATION OF AI IN CYBERSECURITY MARKET IN 2023 FIGURE 29 IT/ITES SEGMENT TO BE LARGEST VERTICAL MARKET FOR AI IN CYBERSECURITY IN 2023 FIGURE 30 AUTOMOTIVE VERTICAL TO GROW AT HIGHEST CAGR IN 2023 FIGURE 31 NORTH AMERICA TO BE LARGEST AND ASIA PACIFIC TO GROW AT HIGHEST CAGR IN AI IN CYBERSECURITY MARKET IN 2023 FIGURE 32 ASIA PACIFIC TO GROW AT HIGHEST CAGR IN ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET DURING 2023-2028 FIGURE 33 IDENTITY & ACCESS MANAGEMENT APPLICATION MARKET TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD FIGURE 34 SOLUTION OFFERINGS AND IT/ITES VERTICAL TO ACCOUNT FOR LARGEST RESPECTIVE SEGMENTAL SHARES IN NORTH AMERICA IN 2023 FIGURE 35 NORTH AMERICA TO ACCOUNT FOR LARGEST REGION-WISE MARKET SHARE IN 2023 FIGURE 36 AI IN CYBERSECURITY MARKET DYNAMICS FIGURE 37 EVOLUTION OF AI IN CYBERSECURITY MARKET FIGURE 38 KEY PLAYERS IN AI IN CYBERSECURITY MARKET ECOSYSTEM FIGURE 39 AI IN CYBERSECURITY: VALUE CHAIN ANALYSIS FIGURE 40 PORTER’S FIVE FORCES ANALYSIS FIGURE 41 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS FIGURE 42 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS FIGURE 43 AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY HARDWARE (USD) FIGURE 44 NUMBER OF PATENTS GRANTED IN LAST 10 YEARS, 2013-2023 FIGURE 45 TOP 10 APPLICANTS IN AI IN CYBERSECURITY, 2013-2023 FIGURE 46 REGIONAL ANALYSIS OF PATENTS GRANTED FIGURE 47 AUTOMATED DATA PROCESSING MACHINES AND UNITS OF IMPORT, BY KEY COUNTRY, 2015-2022 (USD BILLION) FIGURE 48 AUTOMATED DATA PROCESSING MACHINE AND UNITS OF EXPORT, BY KEY COUNTRY, 2015-2022 (USD BILLION) FIGURE 49 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESS FIGURE 50 BUSINESS MODELS OF AI IN CYBERSECURITY MARKET FIGURE 51 SOLUTIONS TO LEAD IN AI IN CYBERSECURITY MARKET DURING FORECAST PERIOD FIGURE 52 ACCELERATORS TO DOMINATE AI HARDWARE IN CYBERSECURITY MARKET DURING FORECAST PERIOD FIGURE 53 MICROPROCESSING UNIT (MPU) TO BE LARGEST IN AI PROCESSORS IN CYBERSECURITY MARKET DURING FORECAST PERIOD FIGURE 54 SOFTWARE TO DOMINATE AI SOLUTIONS IN CYBERSECURITY MARKET DURING FORECAST PERIOD FIGURE 55 INTEGRATED SOLUTIONS TO BE LARGER AI SOLUTIONS IN CYBERSECURITY MARKET DURING FORECAST PERIOD FIGURE 56 MACHINE LEARNING FRAMEWORK TO DOMINATE AI PLATFORMS IN CYBERSECURITY MARKET DURING FORECAST PERIOD FIGURE 57 CLOUD-BASED DEPLOYMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD FIGURE 58 PROFESSIONAL SERVICES TO LEAD IN AI SERVICES IN CYBERSECURITY MARKET DURING FORECAST PERIOD FIGURE 59 CONSULTING SERVICES TO LEAD AMONG PROFESSIONAL AI SERVICES IN CYBERSECURITY DURING FORECAST PERIOD FIGURE 60 INFRASTRUCTURE SECURITY TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD FIGURE 61 NETWORK SECURITY TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD FIGURE 62 MACHINE LEARNING TO LEAD AI IN CYBERSECURITY MARKET DURING FORECAST PERIOD FIGURE 63 DEEP LEARNING TO LEAD AI IN CYBERSECURITY MARKET DURING FORECAST PERIOD FIGURE 64 TEXT ANALYSIS IN NLP TO GROW AT HIGHER CAGR DURING FORECAST PERIOD FIGURE 65 AUTOMATION & ORCHESTRATION IN CONTEXT-AWARE COMPUTING TO GROW AT HIGHER CAGR DURING FORECAST PERIOD FIGURE 66 OBJECT DETECTION IN COMPUTER VISION TO GROW AT HIGHER CAGR DURING FORECAST PERIOD FIGURE 67 IDENTITY & ACCESS MANAGEMENT TO ACCOUNT FOR LARGEST SHARE OF MARKET DURING FORECAST PERIOD FIGURE 68 AUTOMOTIVE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD FIGURE 69 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD FIGURE 70 INDIA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD FIGURE 71 NORTH AMERICA: MARKET SNAPSHOT
