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サイバーセキュリティ向け人工知能(AI)の世界市場：技術別、用途別2026年予測
Artificial Intelligence in Cybersecurity Market by Offering (Hardware, Software, and Service), Deployment Type, Security Type, Technology (ML, NLP, and Context-Aware), Application (IAM, DLP, and UTM), End User, and Geography- Global Forecast to 2026
- 出版元：MarketsandMarkets
出版元について - 発行年：2019年5月
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【レポート紹介】
サイバーセキュリティ向け人工知能(AI)の世界市場規模は、2019年段階で88億ドルと推計され、2026年には382億ドルに達するとレポートでは予測しています。
当レポートでは、2026年に至るサイバーセキュリティ向け人工知能（AI）の世界市場予測(市場規模US$)、オファリング別市場（ハードウェア各種、ソフトウェア各種、サービス）、展開タイプ別市場（クラウド、オンプレミス）、セキュリティタイプ別市場（ネットワーク、エンドポイント、アプリケーション、クラウド）、技術別市場（機械学習各種、NLP、コンテキスト-アウェアコンピューティング）、用途別市場（ID/アクセス管理、リスク-コンプライアンス管理、データ損失防止、統合脅威管理、セキュリティ/脆弱性管理、アンチウイルス/マルウェア対策、不正検出/防止、侵入検出/防止システム、脅威インテリジェンス、その他）、エンドユーザー別市場（金融、小売り、政府/防衛、製造業、インフラストラクチャ、企業、ヘルスケア、自動車/輸送、その他）、主要国地域別市場など、詳細な市場予測データと分析を掲載しています。また市場分析、競合状況、主要メーカー企業21社プロフィール動向などの情報も交えて、サイバーセキュリティ向け人工知能（AI）市場の現在と今後展開を予測分析していきます。
【レポート構成概要】 
◆サイバーセキュリティ向け人工知能（AI）の世界市場予測2017-2026年
・市場規模(US$)
◆オファリング別、市場-2026年
ハードウェア
・プロセッサー
-MPU
-GPU
-FPGA
-ASIC
ソフトウェア
・AIソリューション
・AIプラットフォーム
サービス
・展開、統合
・サポート、メンテナンス
※(市場規模US$)
◆展開タイプ別、市場-2026年
・クラウド
・オンプレミス
※(市場規模US$)
◆セキュリティタイプ別、市場-2026年
・ネットワークセキュリティ
・エンドポイントセキュリティ
・アプリケーションセキュリティ
・クラウドセキュリティ
※(市場規模US$)
◆技術別、市場-2026年
機械学習
・深層学習
・教師あり学習
・教師なし学習
・強化学習
・その他
NLP（自然言語処理）
コンテキスト-アウェアコンピューティング
※(市場規模US$)
◆用途別、市場-2026年
・ID、アクセス管理 (IAM)
・リスク、コンプライアンス管理
・データ損失防止 (DLP)
・統合脅威管理 (UTM)
・セキュリティ、脆弱性管理
・アンチウイルス/マルウェア対策
・不正検出、防止
・侵入検出/防止システム (IDS/IPS)
・脅威インテリジェンス
・その他
※(市場規模US$)
◆エンドユーザー別、市場-2026年
・金融（BFSI）
・小売り
・政府、防衛
・製造業
・インフラストラクチャ
・企業（エンタープライズ）
・ヘルスケア
・自動車、輸送
・その他
※(市場規模US$)
◆主要国地域別市場-2026年
北米
・米国、カナダ、メキシコ
欧州
・ドイツ、英国、フランス
・イタリア、スペイン
・その他欧州
アジア太平洋
・日本、中国、韓国、インド
・その他アジア太平洋
その他地域
・中東アフリカ
・南米
※地域別に各種セグメントの細分化データ掲載、詳細は目次参照
◆市場分析
・市場ダイナミクス分析（ドライバー、障壁、機会、課題）
・競合状況
◆サイバーセキュリティ向け人工知能（AI）の主要企業プロフィール動向
・NVIDIA
・INTEL
・XILINX
・SAMSUNG ELECTRONICS
・MICRON TECHNOLOGY
・IBM
・AWS
・DARKTRACE
・CYLANCE
・VECTRA AI
・THREATMETRIX
・SECURONIX
・SIFT SCIENCE
・ACALVIO TECHNOLOGIES
・SPARKCONGNITION
・PALO ALTO NETWORK
・FIREEYE
・SYMANTEC
・FORTINET
・CHECK POINT SOFTWARE TECHNOLOGIES
・IMMUNIWEB
（その他企業）
・DEEP INSTINCT
・SENTINELONE
・FEEDZAI
・ZIMPERIUM
・FORTSCALE
・ARGUS CYBER SECURITY
・NOZOMI NETWORKS
・INDEGY
・BITSIGHT TECHNOLOGIES
・ANTIVIRUS COMPANIES
・MCAFEE
・KASPERSKY LAB
・BITDEFENDER
・ESET
（全230頁）
【レポート詳細目次、データ項目一覧は当ページ下を参照ください】
英文詳細目次(table of contents)
【原文詳細目次】
Artificial Intelligence in Cybersecurity Market by Offering (Hardware, Software, and Service), Deployment Type, Security Type, Technology (ML, NLP, and Context-Aware), Application (IAM, DLP, and UTM), End User, and Geography- Global Forecast to 2026
Table of Contents
1.... INTRODUCTION
1.1 STUDY OBJECTIVES
1.2 DEFINITION
1.3 STUDY SCOPE
1.3.1 MARKETS COVERED.. 22
1.3.2 YEARS CONSIDERED.. 23
1.4 CURRENCY
1.5 LIMITATIONS
1.6 STAKEHOLDERS
2.... RESEARCH METHODOLOGY
2.1 RESEARCH DATA
2.1.1 SECONDARY AND PRIMARY RESEARCH
2.1.1.1 KEY INDUSTRY INSIGHTS
2.1.2 SECONDARY DATA
2.1.2.1 LIST OF MAJOR SECONDARY SOURCES
2.1.2.2 SECONDARY SOURCES
2.1.3 PRIMARY DATA
2.1.3.1 BREAKDOWN OF PRIMARIES
2.1.3.2 PRIMARY SOURCES
2.2 MARKET SIZE ESTIMATION
2.2.1 BOTTOM-UP APPROACH
2.2.2 TOP-DOWN APPROACH.. 33
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS
3.... EXECUTIVE SUMMARY
4.... PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES IN ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET
4.2 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY TECHNOLOGY
4.3 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY APPLICATION
4.4 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN APAC, BY APPLICATION
AND COUNTRY
4.5 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY GEOGRAPHY
5.... MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
5.2.1 DRIVERS
5.2.1.1 GROWING ADOPTION OF IOT AND INCREASING NUMBER OF CONNECTED DEVICES
5.2.1.2 INCREASING INSTANCES OF CYBER THREATS
5.2.1.3 RISING CONCERNS OF DATA PROTECTION
5.2.1.4 INCREASING VULNERABILITY OF WI-FI NETWORKS TO SECURITY THREATS
5.2.2 RESTRAINTS
5.2.2.1 INABILITY OF AI TO STOP ZERO-DAY AND ADVANCED THREATS
5.2.2.2 RISE IN INSIDER CYBER THREATS
5.2.3 OPPORTUNITIES
5.2.3.1 GROWING NEED FOR CLOUD-BASED SECURITY SOLUTIONS AMONG SMES
5.2.3.2 INCREASING USE OF SOCIAL MEDIA FOR BUSINESS FUNCTIONS
5.2.4 CHALLENGES
5.2.4.1 LIMITED NUMBER OF CYBERSECURITY AND AI PROFESSIONALS
5.2.4.2 LACK OF INTEROPERABILITY WITH EXISTING INFORMATION SYSTEMS
5.3 REGULATORY IMPLICATIONS
5.3.1 GENERAL DATA PROTECTION REGULATION
5.3.2 PAYMENT CARD INDUSTRY DATA SECURITY STANDARD
5.3.3 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT
5.3.4 FEDERAL INFORMATION SECURITY MANAGEMENT ACT
5.3.5 GRAMM-LEACH-BLILEY ACT
5.3.6 SARBANES-OXLEY ACT
5.3.7 INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001
6.... ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY OFFERING
6.1 INTRODUCTION
6.2 HARDWARE
6.2.1 PROCESSORS
6.2.1.1 MPU
6.2.1.1.1 MPU TO HOLD LARGEST SHARE OF AI IN CYBERSECURITY MARKET FOR PROCESSORS
6.2.1.2 GPU
6.2.1.2.1 GPU EXPECTED TO GROW AT HIGHEST RATE FOR AI IN CYBERSECURITY. 56
6.2.1.3 FPGA
6.2.1.3.1 ADVANTAGES SUCH AS RAPID PROTOTYPING, SHORTER TIME-TO-MARKET, REPROGRAM ABILITY, AND LONGEVITY TO DRIVE GROWTH IN THIS SEGMENT
6.2.1.4 ASIC
6.2.1.4.1 HIGH AFFORDABILITY AND IMPROVED PERFORMANCE ARE KEY ADVANTAGES OF ASIC
6.2.2 MEMORY
6.2.2.1 MEMORY TO GROW AT A FASTEST RATE FOR AI IN CYBERSECURITY
6.2.3 NETWORK
6.2.3.1 AI BASED NETWORKS CAN PROVIDE FASTER, MORE ACCURATE WAYS FOR CUSTOMERS TO EXPLORE PRODUCTS
6.3 SOFTWARE
6.3.1 AI SOLUTIONS
6.3.1.1 AI BASED SOLUTIONS HOLD THE LARGEST MARKET SHARE
6.3.2 AI PLATFORM
6.3.2.1 APPLICATION PROGRAM INTERFACE (API)
6.3.2.1.1 AN API PROVIDES A PLATFORM FOR A SET OF ROUTINES AND TOOLS FOR BUILDING SOFTWARE APPLICATIONS
6.3.2.2 MACHINE LEARNING FRAMEWORK
6.3.2.2.1 MACHINE LEARNING FRAMEWORK EXPECTED TO GROW AT A HIGHER RATE
6.4 SERVICES
6.4.1 DEPLOYMENT & INTEGRATION
6.4.1.1 DEPLOYMENT AND INTEGRATION IS A KEY SERVICE REQUIRED FOR CONFIGURING AI SYSTEMS
6.4.2 SUPPORT & MAINTENANCE
6.4.2.1 NEED FOR REGULAR ASSISTANCE DURING THE LIFECYCLE OF SOLUTION HELPS TO GROW THIS MARKET
7.... ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET,
BY DEPLOYMENT TYPE
7.1 INTRODUCTION
7.2 CLOUD
7.2.1 COST-EFFECTIVENESS OF CLOUD-BASED SOLUTIONS IS DRIVING
ITS ADOPTION
7.3 ON-PREMISE
7.3.1 AI BASED CYBERSECURITY SOLUTION FOR ON-PREMISE ENABLE ORGANIZATIONS TO CONTROL PLATFORMS, APPLICATIONS,
SYSTEMS, AND DATA
8.... ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY SECURITY TYPE
8.1 INTRODUCTION
8.2 NETWORK SECURITY
8.2.1 HELPS TO PROTECT DATA FROM NUMEROUS THREATS, INCLUDING SQL INJECTION, DDOS ATTACK, AND CROSS-SITE SCRIPTING ATTACKS
8.3 ENDPOINT SECURITY
8.3.1 ENDPOINT SECURITY EXPECTED TO BE THE MAJOR CONTRIBUTORS OF
AI IN CYBERSECURITY MARKET
8.4 APPLICATION SECURITY
8.4.1 APPLICATION SECURITY EXPECTED TO GROW AT FASTEST RATE
8.5 CLOUD SECURITY
8.5.1 CLOUD SECURITY SOLUTION PROVIDES COMPLETE THREAT PROTECTION AGAINST RANSOMWARE, INTERNAL EMAIL RISKS, AND FILE SHARING
RISKS DRIVE GROWTH IN THIS SEGMENT
9.... ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY TECHNOLOGY
9.1 INTRODUCTION
9.2 MACHINE LEARNING
9.2.1 DEEP LEARNING
9.2.1.1 DEEP LEARNING EXPECTED TO BE A MAJOR CONTRIBUTOR FOR AI
IN CYBERSECURITY
9.2.2 SUPERVISED LEARNING
9.2.2.1 CLASSIFICATION AND REGRESSION ARE MAJOR SEGMENTATION OF SUPERVISED LEARNING
9.2.3 UNSUPERVISED LEARNING
9.2.3.1 UNSUPERVISED LEARNING INCLUDE CLUSTERING METHODS CONSISTING OF ALGORITHMS WITH UNLABELED TRAINING DATA
9.2.4 REINFORCEMENT LEARNING
9.2.4.1 REINFORCEMENT LEARNING ALLOWS SYSTEMS AND SOFTWARE TO DETERMINE IDEAL BEHAVIOR FOR MAXIMIZING PERFORMANCE OF THE SYSTEMS
9.2.5 OTHERS
9.3 NATURAL LANGUAGE PROCESSING (NLP)
9.3.1 NATURAL LANGUAGE PROCESSING IS DEVELOPED FOR MAKING REAL-TIME TRANSLATION AND DEVELOPING SYSTEMS THAT CAN INTERACT THROUGH DIALOGUES
9.4 CONTEXT-AWARE COMPUTING
9.4.1 DEVELOPMENT OF MORE SOPHISTICATED HARD AND SOFT SENSORS HAS ACCELERATED THE GROWTH OF CONTEXT-AWARE COMPUTING
10.. ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY APPLICATION
10.1 INTRODUCTION
10.2 IDENTITY AND ACCESS MANAGEMENT
10.2.1 INCREASING THREAT OF DATA BREACHES DUE TO INSIDER ATTACKS IS ENCOURAGING ORGANIZATIONS LEADS TO ADOPT IAM SOLUTION
10.3 RISK AND COMPLIANCE MANAGEMENT
10.3.1 RISK AND COMPLIANCE MANAGEMENT EXPECTED TO BE A MAJOR CONTRIBUTOR OF AI CYBERSECURITY MARKET
10.4 DATA LOSS PREVENTION
10.4.1 DATA LOSS PREVENTION EXPECTED TO GROW AT THE HIGHEST RATE
10.5 UNIFIED THREAT MANAGEMENT
10.5.1 PROVIDES MULTIPLE SECURITY FUNCTIONS TO PROTECT ENTERPRISES FROM EVOLVING CYBER THREATS IS THE KEY ADVANTAGE OF UTM PROMOTING MARKET GROWTH
10.6 SECURITY AND VULNERABILITY MANAGEMENT. 88
10.6.1 RAPID GROWTH IN CYBERCRIMES IS FUELING THE ADOPTION OF THIS SOLUTIONS AMONG GLOBAL ENTERPRISES. 88
10.7 ANTIVIRUS/ANTIMALWARE
10.7.1 FOR ENDPOINT SECURITY ANTIVIRUS EXPECTED TO BE A MAJOR CONTRIBUTOR
10.8 FRAUD DETECTION/ANTI-FRAUD
10.8.1 NEED FOR A ROBUST INFRASTRUCTURE WITH HIGH-PERFORMANCE COMPUTING AND SCALABILITY REQUIRED TO IDENTIFY FRAUD IN
REAL TIME TO DRIVE THE GROWTH OF THE FRAUD DETECTION
10.9 INTRUSION DETECTION/PREVENTION SYSTEM.. 91
10.9.1 MONITORS THE NETWORK ACROSS ENTERPRISES FOR SUSPICIOUS ACTIVITY AND PROVIDES AN ALERT WHEN SUCH AN ACTIVITY IS DISCOVERED-
KEY FACTOR DRIVING GROWTH
10.10 THREAT INTELLIGENCE
10.10.1 PREDICT CYBER THREATS IN ADVANCE IS THE MAJOR ADVANTAGE TO DRIVE THE GROWTH OF THE THREAT INTELLIGENCE SEGMENT
10.11 OTHERS
11.. ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY END USER
11.1 INTRODUCTION
11.2 BFSI
11.2.1 INCREASED INSTANCES OF CYBER-ATTACKS IN THE FINANCIAL VERTICAL DRIVING THE ADOPTION OF AI IN CYBERSECURITY
11.3 RETAIL
11.3.1 INCREASING ADOPTION OF AI IN CYBERSECURITY DUE TO EXPANDING CUSTOMER BASE AND GROWING USE OF HIGH-TECH
11.4 GOVERNMENT & DEFENSE
11.4.1 INCREASED SPENDING ON AI BASED CYBERSECURITY SOLUTIONS IS EXPECTED TO DRIVE THE GROWTH OF THE MARKET
11.5 MANUFACTURING
11.5.1 HUGE INVESTMENTS IN INDUSTRY FOR AUTOMATION DRIVING THE MARKET FOR AI IN CYBERSECURITY
11.6 INFRASTRUCTURE
11.6.1 MAJOR FOCUS ON SMART INFRASTRUCTURE INCREASING THE ADOPTION OF AI IN CYBERSECURITY
11.7 ENTERPRISE
11.7.1 RAPID TECHNOLOGICAL ADVANCEMENTS IN IOT, CLOUD, TELECOM CONNECTIVITY DRIVING THE DEMAND FOR AI IN CYBERSECURITY
11.8 HEALTHCARE
11.8.1 INCREASING NUMBER OF DATA BREACHES AND COMPROMISED ELECTRONIC HEALTHCARE RECORDS DRIVING THE DEMAND FOR AI IN CYBERSECURITY
11.9 AUTOMOTIVE & TRANSPORTATION
11.9.1 INCREASING CYBERATTACKS DUE TO RISING NUMBER OF CONNECTED AND AUTONOMOUS CARS ARE DRIVING THE MARKET FOR AI IN CYBERSECURITY
11.10 OTHER
12.. GEOGRAPHIC ANALYSIS
12.1 INTRODUCTION
12.2 NORTH AMERICA
12.2.1 US
12.2.1.1 US EXPECTED TO HOLD THE LARGEST MARKET FOR AI IN CYBERSECURITY
12.2.2 CANADA
12.2.2.1 INVESTMENT IN MODERN TECHNOLOGIES HELPS TO DRIVE THE MARKET
12.2.3 MEXICO
12.2.3.1 INCREASING CONNECTIVITY DRIVE THE MARKET OF AI
12.3 EUROPE
12.3.1 GERMANY
12.3.1.1 INCREASING NUMBER OF RANSOMWARE, SPYWARE, AND RECONNAISSANCE DRIVE THE ADOPTION OF AI IN CYBERSECURITY
12.3.2 UK
12.3.2.1 IT AND TELECOM AND FINANCIAL SECTOR TO BE TOP VERTICALS UNDER CONSTANT THREAT FROM ATTACKERS
12.3.3 FRANCE
12.3.3.1 INCREASING ADOPTION OF AI CYBERSECURITY MAJORLY IN BFSI, GOVERNMENT, AND RETAIL
12.3.4 ITALY
12.3.4.1 RISING SPREAD OF CLOUD COMPUTING, SOCIAL MEDIA, WIRELESS CONNECTIVITY, E-COMMERCE, AND BIG DATA IMPACTING THE MARKET
12.3.5 SPAIN
12.3.5.1 PRIVATE AND PUBLIC SECTOR COMPANIES ARE TAKING INITIATIVES TO ADOPT
AI IN CYBERSECURITY
12.3.6 REST OF EUROPE
12.4 APAC
12.4.1 CHINA
12.4.1.1 INCREASED INSTANCES OF ATTACKS FROM VIRUS, WORMS, SPYWARE, TROJAN, AND RANSOMWARE ON ENTERPRISES AND GOVERNMENT ORGANIZATIONS TO IMPACT AI IN CYBERSECURITY MARKET GROWTH
12.4.2 JAPAN
12.4.2.1 MAJOR ADOPTION OF AI IN CYBERSECURITY BECAUSE OF HIGHLY CONNECTED AND DIGITALLY DEPENDENT COUNTRY
12.4.3 SOUTH KOREA
12.4.3.1 GOVERNMENT INITIATIVES DRIVE THE MARKET
12.4.4 INDIA
12.4.4.1 SMES AND LARGE ENTERPRISES IN INDIA ARE CONTINUOUSLY ADOPTING INNOVATIVE TECHNOLOGIES TO IMPROVE THEIR PRODUCTIVITY
12.4.5 REST OF APAC
12.5 ROW
12.5.1 MIDDLE EAST AND AFRICA
12.5.1.1 NEED TO PROTECT THE CRITICAL INFRASTRUCTURE, INDUSTRIAL ASSETS, AND GROWING TREND OF IIOT TO IMPACT HIGH GROWTH IN THE MARKET
12.5.2 SOUTH AMERICA
12.5.2.1 SERVICE SPECIFIC ATTACKS, MALWARE, PHISHING, DDOS, AND RECONNAISSANCE TO BE MAJOR THREAT VECTORS WHICH HAS FORCED ENTERPRISES TO INCREASE ADOPTION OF AI BASED CYBERSECURITY SOLUTIONS
13.. COMPETITIVE LANDSCAPE
13.1 OVERVIEW
13.2 RANKING ANALYSIS OF KEY PLAYERS
13.3 COMPETITIVE SITUATIONS AND TRENDS
13.3.1 PRODUCT LAUNCHES. 129
13.3.2 AGREEMENTS, PARTNERSHIPS, COLLABORATIONS, & CONTRACTS
13.3.3 EXPANSIONS
13.3.4 ACQUISITIONS
13.4 COMPETITIVE LEADERSHIP MAPPING
13.4.1 VISIONARY LEADERS. 136
13.4.2 DYNAMIC DIFFERENTIATORS
13.4.3 INNOVATORS
13.4.4 EMERGING COMPANIES
14.. COMPANY PROFILES
(BUSINESS OVERVIEW, PRODUCTS OFFERED, RECENT DEVELOPMENTS, MNM VIEW, SWOT ANALYSIS)*
14.1 KEY PLAYERS
14.1.1 NVIDIA
14.1.2 INTEL
14.1.3 XILINX
14.1.4 SAMSUNG ELECTRONICS
14.1.5 MICRON TECHNOLOGY. 156
14.1.6 IBM
14.1.7 AWS
14.1.8 DARKTRACE
14.1.9 CYLANCE
14.1.10 VECTRA AI
14.1.11 THREATMETRIX
14.1.12 SECURONIX
14.1.13 SIFT SCIENCE
14.1.14 ACALVIO TECHNOLOGIES
14.1.15 SPARKCONGNITION
14.1.16 PALO ALTO NETWORK
14.1.17 FIREEYE
14.1.18 SYMANTEC
14.1.19 FORTINET
14.1.20 CHECK POINT SOFTWARE TECHNOLOGIES
14.1.21 IMMUNIWEB
14.2 OTHER IMPORTANT PLAYERS
14.2.1 DEEP INSTINCT
14.2.2 SENTINELONE
14.2.3 FEEDZAI
14.2.4 ZIMPERIUM
14.2.5 FORTSCALE
14.2.6 ARGUS CYBER SECURITY
14.2.7 NOZOMI NETWORKS. 217
14.2.8 INDEGY
14.2.9 BITSIGHT TECHNOLOGIES
14.3 ANTIVIRUS COMPANIES
14.3.1 MCAFEE
14.3.2 KASPERSKY LAB
14.3.3 BITDEFENDER
14.3.4 ESET
*BUSINESS OVERVIEW, PRODUCTS OFFERED, RECENT DEVELOPMENTS, MNM VIEW, SWOT ANALYSIS MIGHT NOT BE CAPTURED IN CASE OF UNLISTED COMPANIES.
15.. APPENDIX
LIST OF TABLES
TABLE 1 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY OFFERING,
2017–2026 (USD MILLION)
TABLE 2 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR HARDWARE,
BY REGION, 2017–2026 (USD MILLION)
TABLE 3 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY HARDWARE,
2017–2026 (USD MILLION)
TABLE 4 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR PROCESSORS,
BY TYPE, 2017–2026 (USD MILLION)
TABLE 5 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR SOFTWARE,
BY REGION, 2017–2026 (USD MILLION)
TABLE 6 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR SOFTWARE,
BY TYPE, 2017–2026 (USD MILLION)
TABLE 7 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR AI PLATFORM,
BY TYPE, 2017–2026 (USD MILLION)
TABLE 8 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR SERVICES,
BY REGION, 2017–2026 (USD MILLION)
TABLE 9 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR SERVICES,
BY TYPE, 2017–2026 (USD MILLION)
TABLE 10 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY DEPLOYMENT TYPE, 2017–2026 (USD MILLION)
TABLE 11 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR CLOUD, BY REGION, 2017–2026 (USD MILLION)
TABLE 12 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR ON-PREMISE,
BY REGION, 2017–2026 (USD MILLION)
TABLE 13 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY SECURITY TYPE,
2017–2026 (USD MILLION)
TABLE 14 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR NETWORK SECURITY, BY REGION, 2017–2026 (USD MILLION)
TABLE 15 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR ENDPOINT SECURITY, BY REGION, 2017–2026 (USD MILLION)
TABLE 16 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR APPLICATION SECURITY, BY REGION, 2017–2026 (USD MILLION)
TABLE 17 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR CLOUD SECURITY,
BY REGION, 2017–2026 (USD MILLION)
TABLE 18 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY TECHNOLOGY,
2017–2026 (USD MILLION)
TABLE 19 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR MACHINE LEARNING, BY REGION, 2017–2026 (USD MILLION)
TABLE 20 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR MACHINE LEARNING, BY TYPE, 2017–2026 (USD MILLION)
TABLE 21 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR NATURAL LANGUAGE PROCESSING (NLP), BY REGION, 2017–2026 (USD MILLION)
TABLE 22 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR NATURAL LANGUAGE PROCESSING (NLP), BY PROCESS, 2017–2026 (USD MILLION)
TABLE 23 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR CONTEXT-AWARE COMPUTING, BY REGION, 2017–2026 (USD MILLION)
TABLE 24 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR CONTEXT-AWARE COMPUTING, BY PROCESS, 2017–2026 (USD MILLION)
TABLE 25 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY APPLICATION,
2017–2026 (USD MILLION)
TABLE 26 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR IDENTITY AND ACCESS MANAGEMENT, BY REGION, 2017–2026 (USD MILLION)
TABLE 27 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR RISK AND COMPLIANCE MANAGEMENT, BY REGION, 2017–2026 (USD MILLION)
TABLE 28 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR DATA LOSS PREVENTION, BY REGION, 2017–2026 (USD MILLION)
TABLE 29 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR UNIFIED THREAT MANAGEMENT, BY REGION, 2017–2026 (USD MILLION)
TABLE 30 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR SECURITY AND VULNERABILITY MANAGEMENT, BY REGION, 2017–2026 (USD MILLION)
TABLE 31 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR ANTIVIRUS/ANTIMALWARE, BY REGION, 2017–2026 (USD MILLION)
TABLE 32 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR FRAUD DETECTION/ ANTI-FRAUD, BY REGION, 2017–2026 (USD MILLION)
TABLE 33 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR INTRUSION DETECTION/PREVENTION SYSTEM, BY REGION, 2017–2026 (USD MILLION)
TABLE 34 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR THREAT INTELLIGENCE, BY REGION, 2017–2026 (USD MILLION)
TABLE 35 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR OTHERS, BY REGION, 2017–2026 (USD MILLION)
TABLE 36 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY END USER,
2017–2026 (USD MILLION)
TABLE 37 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR BFSI, BY REGION, 2017–2026 (USD MILLION)
TABLE 38 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR RETAIL, BY REGION, 2017–2026 (USD MILLION)
TABLE 39 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR GOVERNMENT & DEFENSE, BY REGION, 2017–2026 (USD MILLION)
TABLE 40 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR MANUFACTURING,
BY REGION, 2017–2026 (USD MILLION)
TABLE 41 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR INFRASTRUCTURE,
BY REGION, 2017–2026 (USD MILLION)
TABLE 42 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR ENTERPRISE,
BY REGION, 2017–2026 (USD MILLION)
TABLE 43 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR HEALTHCARE,
BY REGION, 2017–2026 (USD MILLION)
TABLE 44 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR AUTOMOTIVE & TRANSPORTATION, BY REGION, 2017–2026 (USD MILLION)
TABLE 45 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR OTHERS, BY REGION, 2017–2026 (USD MILLION)
TABLE 46 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET, BY REGION,
2017–2026 (USD MILLION)
TABLE 47 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN NORTH AMERICA,
BY DEPLOYMENT TYPE, 2017–2026 (USD MILLION)
TABLE 48 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN NORTH AMERICA,
BY SECURITY TYPE, 2017–2026 (USD MILLION)
TABLE 49 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN NORTH AMERICA,
BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 50 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN NORTH AMERICA,
BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 51 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN EUROPE,
BY DEPLOYMENT TYPE, 2017–2026 (USD MILLION)
TABLE 52 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN EUROPE,
BY SECURITY TYPE, 2017–2026 (USD MILLION)
TABLE 53 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN EUROPE,
BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 54 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN EUROPE,
BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 55 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN APAC,
BY DEPLOYMENT TYPE, 2017–2026 (USD MILLION)
TABLE 56 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN APAC,
BY SECURITY TYPE, 2017–2026 (USD MILLION)
TABLE 57 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN APAC,
BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 58 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN APAC,
BY COUNTRY, 2017–2026 (USD MILLION)
TABLE 59 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN ROW,
BY DEPLOYMENT TYPE, 2017–2026 (USD MILLION)
TABLE 60 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN ROW,
BY SECURITY TYPE, 2017–2026 (USD MILLION)
TABLE 61 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN ROW,
BY APPLICATION, 2017–2026 (USD MILLION)
TABLE 62 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN ROW, BY REGION, 2017–2026 (USD MILLION)
TABLE 63 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET: RANKING ANALYSIS OF KEY COMPANIES FOR HARDWARE
TABLE 64 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET: RANKING ANALYSIS OF KEY COMPANIES FOR SOFTWARE
TABLE 65 PRODUCT LAUNCHES, 2017–2019
TABLE 66 AGREEMENTS, PARTNERSHIPS, COLLABORATIONS, AND CONTRACTS, 2017–2019 131
TABLE 67 EXPANSIONS, 2017–2019
TABLE 68 ACQUISITIONS, 2018–2019
LIST OF FIGURES
FIGURE 1 RESEARCH DESIGN
FIGURE 2 PROCESS FLOW OF MARKET SIZE ESTIMATION
FIGURE 3 BOTTOM-UP APPROACH
FIGURE 4 TOP-DOWN APPROACH
FIGURE 5 DATA TRIANGULATION
FIGURE 6 SOFTWARE TO HOLD LARGEST MARKET SHARE OF ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET DURING 2019–2026
FIGURE 7 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR CLOUD-BASED DEPLOYMENT TYPE TO GROW AT HIGHER CAGR DURING 2019–2026
FIGURE 8 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR APPLICATION SECURITY TYPE TO GROW AT HIGHEST CAGR DURING 2019–2026
FIGURE 9 ENTERPRISE TO HOLD LARGEST MARKET SHARE OF ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET DURING 2019–2026
FIGURE 10 NORTH AMERICA TO HOLD LARGEST MARKET SHARE OF ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET DURING 2019–2026
FIGURE 11 APAC TO GROW AT HIGHEST CAGR IN ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET DURING 2019–2026
FIGURE 12 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET FOR MACHINE LEARNING TO GROW AT HIGHEST CAGR FROM 2019 TO 2026
FIGURE 13 RISK AND COMPLIANCE TO HOLD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET DURING FORECAST PERIOD
FIGURE 14 CHINA TO HOLD LARGEST SHARE OF ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN APAC
FIGURE 15 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN CHINA TO GROW AT HIGHEST CAGR FROM 2019 TO 2026
FIGURE 16 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
FIGURE 17 INCREASE IN ATTACKS AGAINST IOT DEVICES
FIGURE 18 RISE IN CYBERCRIME (2018-2019)
FIGURE 19 SOFTWARE TO DOMINATE AI IN CYBERSECURITY MARKET DURING FORECAST PERIOD
FIGURE 20 AI PLATFORM TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
FIGURE 21 CLOUD-BASED DEPLOYMENT TO GROW AT HIGHER CAGR DURING
FORECAST PERIOD
FIGURE 22 APPLICATION SECURITY TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 23 APPLICATION SECURITY IN APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 24 MACHINE LEARNING TO LEAD AI IN CYBERSECURITY MARKET DURING FORECAST PERIOD
FIGURE 25 CLASSIFICATION AND CATEGORIZATION TO GROW AT HIGHER CAGR DURING FORECAST PERIOD FOR NLP
FIGURE 26 DATA LOSS PREVENTION TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 27 AUTOMOTIVE & TRANSPORTATION TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 28 APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD FOR ENTERPRISE
FIGURE 29 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET IN APAC TO GROW AT HIGHEST CAGR FROM 2019 TO 2026
FIGURE 30 NORTH AMERICA: SNAPSHOT OF ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET
FIGURE 31 EUROPE: SNAPSHOT OF ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET
FIGURE 32 APAC: SNAPSHOT OF ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET
FIGURE 33 PRODUCT LAUNCHES KEY GROWTH STRATEGY FROM 2017 TO 2019
FIGURE 34 ARTIFICIAL INTELLIGENCE IN CYBERSECURITY MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2018
FIGURE 35 NVIDIA : COMPANY SNAPSHOT
FIGURE 36 INTEL: COMPANY SNAPSHOT
FIGURE 37 XILINX: COMPANY SNAPSHOT
FIGURE 38 SAMSUNG ELECTRONICS: COMPANY SNAPSHOT
FIGURE 39 MICRON TECHNOLOGY: COMPANY SNAPSHOT
FIGURE 40 IBM: COMPANY SNAPSHOT
FIGURE 41 AWS: COMPANY SNAPSHOT
FIGURE 42 PALO ALTO NETWORK: COMPANY SNAPSHOT
FIGURE 43 FIREEYE: COMPANY SNAPSHOT
FIGURE 44 SYMANTEC: COMPANY SNAPSHOT
FIGURE 45 FORTINET: COMPANY SNAPSHOT
FIGURE 46 CHECK POINT SOFTWARE TECHNOLOGIES: COMPANY SNAPSHOT
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