Artificial Intelligence in Cybersecurity Market

Artificial Intelligence in Cybersecurity Market by Security Type (Infrastructure (Network, Endpoint, Cloud), Data, Application), Technology (ML, Deep Learning (CNN, GAN), Context-Aware Computing), Application (IAM, DLP, and UTM) - Global Forecast to 2028

Report Code: TC 8896 Dec, 2023, by marketsandmarkets.com

AI in Cybersecurity Market - Analysis, Industry Size & Forecast

The global Artificial Intelligence in Cybersecurity Market size was valued at USD 22.4 billion in 2023 and is expected to grow at a CAGR of 21.9% from 2023 to 2028. The revenue forecast for 2028 is projected to reach $60.6 billion. The base year for estimation is 2022, and the historical data spans from 2023 to 2028.

The growing adoption of real-time threat detection solutions within security operations is driving the demand for AI in cybersecurity. This trend is crucial for enhancing cybersecurity processes by integrating advanced technologies such as AI, ML, and cloud solutions. Organizations are increasingly recognizing the importance of proactive and swift threat identification and response due to the expanding complexity and prevalence of cyber-attacks. The incorporation of automation trends and smart data utilization in security solutions holds the potential for advanced real-time threat protection.Furthermore, technological advancements are accelerating digital transformation initiatives, aiming to reclaim lost time, reduce customer service costs, and mitigate risks associated with traditional business models. This technological evolution in advanced security solutions is fueling the demand for real-time security solutions, contributing to AI in cybersecurity market growth.

Technology Roadmap of AI in Cybersecurity Market till 2028

The AI in Cybersecurity market report covers the technology roadmap till 2028, with insights into short-term, mid-term, and long-term developments.

Short-term roadmap (2023-2025)

  • Utilization of AI for automating routine incident response tasks, reducing response time, and minimizing manual errors.
  • Integrating AI-driven threat intelligence platforms with security tools to provide contextual awareness and enrich detection capabilities.
  • Integration of explainable AI to enhance transparency and facilitate better understanding of threat detection mechanisms.

Mid-term roadmap (2025-2028)

  • Integration of AI, cognitive computing, and automation to create intelligent security systems that can reason, learn, and make decisions autonomously.
  • Increased use of federated machine learning models for collaborative threat intelligence.

Long-term roadmap (2029-2030)

  • Seamless interaction and collaboration between humans and AI in security operations, leveraging each other's strengths for optimal decision-making and threat response.
  • Integration of AI with quantum-resistant encryption to ensure the security of sensitive data.
  • Collaboration of AI with blockchain technology to secure data transactions.

Artificial Intelligence in Cybersecurity Market

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AI in Cybersecurity Market Dynamics

Driver: Rise in Cyberattacks Alarming Statistics and Urgent Need for Robust Cybersecurity Measures

Globally, the frequency of cyberattacks is on the rise, impacting individuals, enterprises, and governments, leading to substantial financial losses. Cybercriminals target endpoints, networks, and data, with motives ranging from political rivalry and financial gain to damaging reputation and furthering radical religious group interests. Prominent ransomware such as WannaCry, Petya, NotPetya, and BadRabbit have significantly affected large-scale enterprises and government organizations. The CISCO cybersecurity threat trends report for 2021 reveals alarming statistics, including a high percentage of organizations facing phishing attempts, malicious browser ads, crypto mining, and ransomware-related activities. The escalating sophistication of cyber threats, particularly ransomware, is compelling organizations globally to prioritize cybersecurity solutions and services for safeguarding critical IT infrastructure and sensitive data. According to Microsoft, the US was the primary target of 46% of cyberattacks in 2020, emphasizing the urgent need for robust cybersecurity measures worldwide.

Restraint: Rise in Insider Cyber Threats

Organizational insiders, including employees, vendors, business partners, or maintenance contractors, hold the potential to access company assets physically or remotely, encompassing physical data, electronic devices, and digital assets. The surge in insider attacks poses a growing threat, resulting in data breaches. Insiders, driven by motives like personal gain or selling trade secrets to competitors, target sensitive information, including intellectual property, patents, and copyrights in organizational databases. Healthcare and pharmaceutical sectors face risks such as the theft of patient medical history and IT sabotage due to insider attacks. The shift from outsider to insider attacks is evident across various industries. Despite this trend, AI in security is not commonly employed to detect insider threats, posing a constraint on the AI in cybersecurity market.

Opportunity: Escalating cyberthreat landscape plagues multiple sectors

SMEs, lacking robust security measures, are prime targets for cyber attackers focusing on data, networks, endpoints, and applications. Traditional security systems prove insufficient against threats like WannaCry, NotPetya, ransomware, and malware, necessitating a shift to cloud-based cybersecurity solutions for comprehensive protection across development, production, and implementation phases. Cloud deployment offers SMEs flexibility, scalability, and cost-effectiveness, optimizing business operations. This transition towards cloud solutions creates growth opportunities for providers of cloud-based data protection solutions, such as IBM, HPE, Symantec, McAfee, and Cisco. The adoption of cloud-based security solutions, delivered through Software-as-a-Service (SaaS), addresses the increasing demand for IT security, especially as concerns about cloud data safety rise, further boosting the AI in cybersecurity market.

Challenge: Lack of interoperability with existing information systems

Enterprises, grappling with technological advances like IoT, confront the hurdle of ensuring interoperability with their existing systems. In the realm of cybersecurity, interoperability refers to the capacity of IT systems and endpoint solutions to facilitate seamless data communication and exchange. This capability is essential for the effective delivery of security measures to individuals and businesses. Interoperability challenges arise from integrating devices from different manufacturers, diverse machine batches, and varied operating system support. Numerous associations and organizations are actively addressing this issue. While some existing standards such as MTConnect, EtherCAT, and MDIS facilitate data interchange, the absence of a universal platform for communication across all information security systems remains a significant challenge in addressing current interoperability issues.

Artificial Intelligence in Cybersecurity Market

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By vertical, BFSI accounts for the largest market size during the forecast period.

The BFSI sector is witnessing substantial AI-driven advancements in cybersecurity. Key areas include AI-enabled fraud detection for real-time prevention, enhanced risk management through data analysis, and the implementation of behavioural biometrics for secure user authentication. Institutions leverage AI-driven threat intelligence for proactive defense against emerging cyber threats and automated incident response, minimizing potential impacts. Compliance management benefits from AI automation, ensuring adherence to evolving cybersecurity regulations. The sector's focus on customer data protection involves employing AI for advanced encryption, anomaly detection, and continuous monitoring. This strategic integration positions BFSI entities to effectively combat evolving cyber threats and regulatory challenges.

Based on the application, data loss prevention holds the highest CAGR during the forecast period.

AI is revolutionizing Data Loss Prevention (DLP) in cybersecurity by employing advanced algorithms for behavioural analysis, anomaly detection, and predictive analysis. These technologies enhance DLP strategies by precisely identifying sensitive data, automating incident responses, and optimizing encryption processes. AI-driven User and Entity Behavior Analytics (UEBA) contribute to the early detection of insider threats and unauthorized access. The integration of artificial intelligence into DLP solutions empowers organizations to proactively safeguard sensitive information, respond swiftly to security incidents, and stay ahead of evolving cyber threats, thereby bolstering overall data protection measures.

By deployment mode, the cloud accounts for the largest market size during the forecast period.

Cloud adoption in AI in cybersecurity is showing, fueled by cost-effectiveness and scalability. Particularly beneficial for SMEs, cloud-based solutions eliminate upfront expenses for hardware, software, and technical staff. The flexibility of cloud platforms allows organizations to scale AI resources as needed, ensuring optimal performance and cost efficiency. This approach streamlines the deployment and management of cybersecurity solutions, with major players such as IBM, Cylance, Microsoft, Amazon, and Darktrace leading in advanced cloud-based services. Overall, the synergy of cloud computing and AI proves instrumental in enhancing cybersecurity measures, providing a unified and agile approach for organizations across different scales.

North America to account for the largest market size during the forecast period.

North America leads in AI cybersecurity due to the proliferation of IoT, 5G, and Wi-Fi 6, with organizations in various sectors fueling 5G expansion. The region prioritizes ML platforms, advanced analytics, and real-time assessment tools to counter potential cyber threats. The adoption of NLP, ML, and neural networks is prominent in detecting and deter attacks, especially in the face of rising mobile device penetration. In Europe, strong government policies and increased cyber cases drive AI cybersecurity growth, exemplified by the UK's Euro 16.5 billion investment in AI and connected hardware. Key European nations are anticipated to intensify investments in cybersecurity solutions, prompting advancements in AI portfolios.

AI in Cybersecurity Market by Region

Key Market Players

The AI in Cybersecurity market vendors have implemented various types of organic and inorganic growth strategies, such as partnerships and agreements,  new product launches, product upgrades, business expansions, and mergers and acquisitions to strengthen their offerings in the market. The major vendors in the global market for AI in Cybersecurity include NVIDIA (US), Intel (US), Xilinx Inc. (US), Samsung Electronics Co., Ltd (South Korea), Micron Technology, Inc. (US), IBM Corporation (US), Amazon Web Services, Inc. (US), Microsoft (US), Palo Alto Networks Inc. (US), Trellix (US), CrowdStrike (US), NortonLifeLock (US), Cylance Inc. (US), ThreatMetrix Inc. (US), Securonix Inc. (US), Sift Science (US), Acalvio Technologies (US), Darktrace (UK), SparkCognition Inc. (US), Fortinet (US), Check Point Software Technologies, Ltd (US), High-Tech Bridge (Switzerland), Deep Instinct (US), SentinelOne (US), Feedzai (US), Vectra (US) Zimperium (US), Argus Cyber Security (Israel), Nozomi Networks (US), BitSight Technologies (US), and Antivirus companies such as Kaspersky Lab (Russia), Bitdefender (Romania), and ESET (US).

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Scope of the Report

Report Metrics

Details

Market size value in 2023

USD 22.4 billion

Revenue forecast for 2028

USD 60.6 billion

Growth Rate

21.9% CAGR

Market size available for years

2019–2028

Base year considered

2022

Forecast period

2023–2028

Forecast units

USD Billion

Segments Covered

Offering, Security Type, Technology, Application, Verticals, and Region

Geographies covered

North America, Europe, Asia Pacific,  Middle East & Africa, and Latin America

Companies covered

NVIDIA (US), Intel (US), Xilinx Inc. (US), Samsung Electronics Co., Ltd (South Korea), Micron Technology, Inc. (US), IBM Corporation (US), Amazon Web Services, Inc. (US), Microsoft (US), Palo Alto Networks Inc. (US), Trellix (US), CrowdStrike (US), NortonLifeLock (US), Cylance Inc. (US), ThreatMetrix Inc. (US), Securonix Inc. (US), Sift Science (US), Acalvio Technologies (US), Darktrace (UK), SparkCognition Inc. (US), Fortinet (US), Check Point Software Technologies, Ltd (US), High-Tech Bridge (Switzerland), Deep Instinct (US), SentinelOne (US), Feedzai (US), Vectra (US) Zimperium (US)

This research report categorizes the AI in Cybersecurity Market based on Offering, Security Type, Technology, Application, Verticals, and Region.

By Offering:
  • Hardware
    • Accelerators
    • Processors
      • Microprocessing Unit (MPU)
      • Graphics Processing Unit (GPU)
      • Field Programmable Gate Arrays (FPGA)
      • Application Specific Integrated Circuit (ASIC)
      • Tensor Processing Unit (TPU)
      • Other Processors
    • Storage
    • Network
  • Solution
    • By Type
      • Software
        • Standalone
        • Integrated
      • Platform
        • Application Program Interface (API)
        • Machine Learning Framework
    • By Deployment
      • Cloud
      • On-Premises
  • Services
    • Professional Services
      • Consulting Services
      • Deployment and Integration
      • Support and Maintenance
    • Managed Services
  • Solutions
By Security Type:
  • Infrastructure Security
    • Network Security
    • Endpoint Security
    • Cloud Security
    • Other Infrastructure Security
  • Data Security
  • Application Security
  • Other Security Types
By Technology:
  • Machine Learning
    • Deep Learning
      • Convolutional Neural Networks (CNN)
      • Recurrent Neural Networks (RNN)
      • Generative AI
        • Generative Adversarial Networks
        • Variational Autoencoders
        • Transformative AI
        • Others
    • Supervised Learning
    • Unsupervised Learning
    • Reinforcement Learning
    • Neural Networks
  • Natural Language Processing
    • Text Analysis
    • Chatbot Security
    • Sentiment Analysis
    • Natural Language Generation (NLG)
    • Named Entity Recognition (NER)
    • Natural Language Understanding (NLU)
  • Context-Aware Computing
    • Automated Threat Intelligence
    • Threat Hunting
    • Automation and Orchestration
      • Security Orchestration, Automation, and Response (SOAR)
      • Robotic Process Automation (RPA)
  • Computer Vision
    • Image Recognition
    • Object Detection
    • Anomaly Detection
    • Video Analysis
    • Facial Recognition
    • Security Surveillance Optimization
By Application:
  • Identity & Access Management
  • Risk & Compliance Management
  • Data Loss Prevention
  • Unified Threat Management
  • Security & Vulnerability Management
  • Fraud Detection
  • Intrusion Detection/Prevention System
  • Other Applications
By Vertical:
  • Banking, Financial Services, and Insurance (BFSI)
  • Retail & eCommerce
  • Government & Defense
  • Healthcare & Life Sciences
  • Telecommunications
  • IT/ITeS
  • Manufacturing
  • Automotive
  • Media & Entertainment
  • Other Verticals
By Region:
  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • Spain
    • Netherlands
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • ANZ
    • Singapore
    • Rest of Asia Pacific
  • Middle East & Africa
    • UAE
    • Kingdom of Saudi Arabia
    • Qatar
    • Turkey
    • South Africa
    • Rest of the Middle East & Africa
  • Latin America
    • Brazil
    • Mexico
    • Argentina
    • Rest of Latin America

Recent Developments:

  • NVIDIA and Oracle partnered to enable customers to solve business challenges with accelerated computing and AI. The collaboration aimed to bring the full NVIDIA accelerated computing stack—from GPUs to systems to software—to Oracle Cloud Infrastructure (OCI).
  • This partnership would enable organizations, including operators of vital importance (OIV) and operators of essential services (OES), to go further in adopting cloud technology.
  • Samsung Electronics Co., Ltd launched LPDDR5X DRAM with a processing speed of 8.5 gigabits per second (Gbps). It delivers low power consumption and high performance by fast processing the data, which is utilized in smartphones, PCs, high-performance computing (HPC), servers, and automobiles. LPDDR5X memory is AEC-Q100* certified, making it the ideal memory solution for high-stress automotive environments.
  • NVIDIA IGX is a platform for high-precision edge AI, bringing advanced security and proactive safety to sensitive industries such as manufacturing, logistics, and healthcare.
  • Check Point Software Technologies Ltd, collaborated with Intel. Check Point Quantum IoT Protect would be available in Intel Pathfinder for RISC-V*, enabling IoT device developers to integrate cybersecurity easily without impacting product performance.

Frequently Asked Questions (FAQ):

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INTRODUCTION
43
RESEARCH METHODOLOGY
51
EXECUTIVE SUMMARY
64
PREMIUM INSIGHTS
76
MARKET OVERVIEW AND INDUSTRY TRENDS
78
  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    DRIVERS
    - Growth in adoption of IoT and increase in number of connected devices
    - Increase in instances of cyber threats
    - Rise in concerns regarding data protection
    - Increase in vulnerability of Wi-Fi networks to security threats
    RESTRAINTS
    - Inability of AI to stop zero-day and advanced threats
    - Rise in insider cyber threats
    OPPORTUNITIES
    - Growth in need for cloud-based security solutions among SMEs
    - Increase in use of social media for business functions
    - Zero trust framework providing advanced security
    CHALLENGES
    - Limited number of cybersecurity and AI professionals
    - Lack of interoperability with existing information systems
    - Shortcomings of AI
  • 5.3 TECHNOLOGY ANALYSIS
    KEY TECHNOLOGY
    - Generative AI
    - Blockchain
    - Predictive Analytics
    COMPLEMENTARY TECHNOLOGY
    - Tokenization
    - Cloud Computing
    - AR/VR
    ADJACENT TECHNOLOGY
    - Quantum Computing
    - IoT
    - Big Data
    - 5G
  • 5.4 CASE STUDY ANALYSIS
    BFSI
    - Cargills Bank implemented IBM QRadar SIEM
    IT/ITES
    - Infosys offered Infrastructure Security Endpoint Management (ISEM) for investment giant
    ENERGY & UTILITIES
    - Siemens used Amazon Web Services (AWS) to build data analytics platform
    TELECOMMUNICATIONS
    - Fortune 500 TELCO used snorkel flow for classifying encrypted network data flows
    GOVERNMENT & DEFENSE
    - US government agency used Snorkel Flow for application classification and network attack detection
  • 5.5 EVOLUTION OF AI IN CYBERSECURITY MARKET
    TURING, MACHINES, AND THEORETICAL FOUNDATIONS
    EARLY DAYS OF COMPUTING
    EXPERT SYSTEMS
    MACHINE LEARNING EVOLUTION
    DEEP LEARNING AND NEURAL NETWORKS
    RECENT DEVELOPMENTS IN LARGE LANGUAGE MODELS
    EMERGENCE OF QUANTUM COMPUTING
    FUTURE AHEAD
  • 5.6 ECOSYSTEM/MARKET MAP
  • 5.7 TARIFF & REGULATORY LANDSCAPE
    TARIFFS RELATED TO AI IN CYBERSECURITY
    REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    - North America
    - Europe
    - Asia Pacific
    - Middle East & Africa
    - Latin America
  • 5.8 VALUE CHAIN ANALYSIS
    RESEARCH, DESIGN, AND DEVELOPMENT
    OFFERING PROVIDERS
    SYSTEM INTEGRATORS
    MARKETING AND SALES EXECUTIVES
    END-USER INDUSTRIES
    SERVICE PROVIDERS
  • 5.9 PORTER'S FIVE FORCES ANALYSIS
    THREAT FROM NEW ENTRANTS
    THREAT FROM SUBSTITUTES
    BARGAINING POWER OF SUPPLIERS
    BARGAINING POWER OF BUYERS
    INTENSITY OF COMPETITIVE RIVALRY
  • 5.10 KEY CONFERENCES & EVENTS
  • 5.11 KEY STAKEHOLDERS AND BUYING CRITERIA
    KEY STAKEHOLDERS IN BUYING PROCESS
    BUYING CRITERIA
  • 5.12 PRICING ANALYSIS
    INDICATIVE PRICING ANALYSIS, BY AI IN CYBERSECURITY VENDORS
    AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY HARDWARE
  • 5.13 PATENT ANALYSIS
    METHODOLOGY
    PATENTS FILED, BY DOCUMENT TYPE
    INNOVATION AND PATENT APPLICATIONS
    - Top 10 applicants in AI in cybersecurity
  • 5.14 TRADE ANALYSIS
    IMPORT SCENARIO OF AUTOMATED DATA PROCESSING MACHINES AND UNITS
    EXPORT SCENARIO OF AUTOMATED DATA PROCESSING MACHINES AND UNITS
  • 5.15 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESS
  • 5.16 BEST PRACTICES IN AI IN CYBERSECURITY MARKET
  • 5.17 TECHNOLOGY ROADMAP OF AI IN CYBERSECURITY MARKET
  • 5.18 BUSINESS MODELS OF AI IN CYBERSECURITY MARKET
AI IN CYBERSECURITY MARKET, BY OFFERING
129
  • 6.1 INTRODUCTION
    OFFERING: AI IN CYBERSECURITY MARKET DRIVERS
  • 6.2 HARDWARE
    HARDWARE INNOVATIONS PIVOTAL IN FORTIFYING AI-POWERED CYBERSECURITY SOLUTIONS
    ACCELERATORS
    - Rise in demand for faster processing in AI applications
    PROCESSORS
    - Rise in trends in AI hardware: GPUs leading, FPGAs competing, and emergence of neuromorphic chips
    - MPU
    - GPU
    - FPGA
    - ASIC
    - TPU
    - Other processors
    STORAGE
    - Memory solutions to help store large volumes of data
    NETWORK
    - High-bandwidth networks to enable ultrafast communication between CPUs and GPUs
  • 6.3 SOLUTIONS
    RISE IN CYBERSECURITY FLEXIBILITY THROUGH STRATEGIC INTEGRATION OF AI SOLUTIONS
    AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE
    - Software
    - Platforms
    AI IN CYBERSECURITY MARKET FOR SOLUTIONS, BY DEPLOYMENT MODE
    - On-premises
    - Cloud
  • 6.4 SERVICES
    PROFESSIONAL SERVICES
    - Surge in AI-powered professional services for enhanced threat detection and incident response
    - Consulting services
    - Deployment & integration
    - Support & maintenance
    MANAGED SERVICES
    - AI integration to amplify managed cybersecurity services for enhanced threat management and response
AI IN CYBERSECURITY MARKET, BY SECURITY TYPE
165
  • 7.1 INTRODUCTION
    SECURITY TYPE: AI IN CYBERSECURITY MARKET DRIVERS
  • 7.2 INFRASTRUCTURE SECURITY
    APPLICATION OF AI TO PROTECT DATA FROM NUMEROUS THREATS
    NETWORK SECURITY
    - Strengthening corporate networks with advanced cybersecurity measures and integration of AI
    ENDPOINT SECURITY
    - Real-time threat detection, prevention, and response to network devices
    CLOUD SECURITY
    - Complete threat protection against ransomware, internal email risks, and file-sharing risks
    OTHER INFRASTRUCTURE SECURITY TYPES
  • 7.3 DATA SECURITY
    POTENTIAL FOR PRIVACY INFRINGEMENT WITH AI IDENTIFYING DATA PATTERNS, DELIVERING ACTIONABLE GUIDANCE, AND AUTONOMOUS THREAT MITIGATION
  • 7.4 APPLICATION SECURITY
    RELIANCE ON NETWORK SECURITY AND NEGLECTING APPLICATIONS TO CREATE SECURITY GAP, MAKING ORGANIZATIONS SUSCEPTIBLE TO ATTACKS
  • 7.5 OTHER SECURITY TYPES
AI IN CYBERSECURITY MARKET, BY TECHNOLOGY
178
  • 8.1 INTRODUCTION
    TECHNOLOGY: AI IN CYBERSECURITY MARKET DRIVERS
  • 8.2 MACHINE LEARNING
    MACHINE LEARNING TO HELP BUSINESSES DEAL WITH LARGE VOLUMES OF DATA
    DEEP LEARNING
    - Convolutional neural networks (CNN)
    - Recurrent neural networks (RNN)
    - Generative AI
    SUPERVISED LEARNING
    - Crucial role in threat detection and mitigation
    UNSUPERVISED LEARNING
    - Using unsupervised learning for advanced cyber threat detection
    REINFORCEMENT LEARNING
    - Impact and efficiency of reinforcement learning in adaptive defense strategies
    NEURAL NETWORKS
  • 8.3 NATURAL LANGUAGE PROCESSING
    REAL-TIME TRANSLATION AND DEVELOPMENT OF SYSTEMS TO INTERACT THROUGH DIALOGUES
    - Text analysis
    - Chatbot analysis
    - Sentiment analysis
    - Natural language generation
    - Named entity recognition
    - Natural language understanding
  • 8.4 CONTEXT-AWARE COMPUTING
    DEVELOPMENT OF SOPHISTICATED HARD AND SOFT SENSORS
    - Automated threat intelligence
    - Threat hunting
    - Automation & orchestration
  • 8.5 COMPUTER VISION
    IMAGE RECOGNITION
    OBJECT DETECTION
    ANOMALY DETECTION
    VIDEO ANALYSIS
    FACIAL RECOGNITION
    SECURITY SURVEILLANCE OPTIMIZATION
AI IN CYBERSECURITY MARKET, BY APPLICATION
211
  • 9.1 INTRODUCTION
  • 9.2 IDENTITY & ACCESS MANAGEMENT
    INCREASE IN THREAT OF DATA BREACHES DUE TO INSIDER ATTACKS
    ACCESS POLICY ENFORCEMENT
    USER PROVISIONING & DEPROVISIONING
    SINGLE SIGN-ON (SSO)
    IDENTITY GOVERNANCE & ADMINISTRATION (IGA)
    MULTI-FACTOR AUTHENTICATION (MFA)
    OTHER IDENTITY & ACCESS MANAGEMENT APPLICATIONS
  • 9.3 RISK & COMPLIANCE MANAGEMENT
    INCREASE IN NEED FOR INTERNAL AUDIT FEATURES AND REGULATORY COMPLIANCE MANDATES
    AUTOMATED COMPLIANCE AUDITING
    AUDIT TRAIL GENERATION
    REGULATORY COMPLIANCE REPORTING
    THREAT MODELING
    INCIDENT RESPONSE PLANNING
    OTHER RISK & COMPLIANCE MANAGEMENT APPLICATIONS
  • 9.4 DATA LOSS PREVENTION
    STRICT IMPLEMENTATION OF GOVERNMENT REGULATIONS AND LAWS
    DATA ENCRYPTION & TOKENIZATION
    CONTENT DISCOVERY & CLASSIFICATION
    USER ACTIVITY MONITORING
    INSIDER THREAT DETECTION
    DATA LEAK DETECTION
    OTHER DATA LOSS PREVENTION APPLICATIONS
  • 9.5 UNIFIED THREAT MANAGEMENT
    PROVISION OF MULTIPLE SECURITY FUNCTIONS TO PROTECT ENTERPRISES FROM EVOLVING CYBER THREATS
    NETWORK MONITORING & REPORTING
    BANDWIDTH MANAGEMENT
    GATEWAY ANTIVIRUS
    BOT IDENTIFICATION
    SPAM FILTERING
    OTHER UNIFIED THREAT MANAGEMENT APPLICATIONS
  • 9.6 SECURITY & VULNERABILITY MANAGEMENT
    GROWTH IN VOLUME OF DATA AND RISE IN ADOPTION OF BYOD TREND
    PATCH MANAGEMENT
    VULNERABILITY SCANNING & ASSESSMENT
    SECURITY INFORMATION & EVENT MANAGEMENT (SIEM)
    BREACH RISK PREDICTION
    CONFIGURATION MANAGEMENT
    OTHER SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS
  • 9.7 FRAUD DETECTION
    NEED FOR ROBUST INFRASTRUCTURE WITH HIGH-PERFORMANCE COMPUTING AND SCALABILITY
    ENDPOINT DETECTION & RESPONSE (EDR)
    PATTERN RECOGNITION
    TRANSACTION MONITORING
    GEOLOCATION ANALYSIS
    PHISHING DETECTION
    OTHER FRAUD DETECTION APPLICATIONS
  • 9.8 INTRUSION DETECTION/PREVENTION SYSTEM
    NEED TO MONITOR NETWORK ACROSS ENTERPRISES FOR SUSPICIOUS ACTIVITY
    THRESHOLD MONITORING
    PROTOCOL-BASED INTRUSION DETECTION SYSTEM (PIDS)
    USER & ENTITY BEHAVIOR ANALYTICS (UEBA)
    FILE INTEGRITY MONITORING
    HOST-BASED INTRUSION PREVENTION SYSTEM (HIPS)
    OTHER INTRUSION DETECTION/PREVENTION SYSTEM APPLICATIONS
  • 9.9 OTHER APPLICATIONS
AI IN CYBERSECURITY MARKET, BY VERTICAL
238
  • 10.1 INTRODUCTION
    VERTICAL: AI IN CYBERSECURITY MARKET DRIVERS
  • 10.2 BFSI
    RISE IN INSTANCES OF CYBER-ATTACKS IN FINANCIAL VERTICAL
  • 10.3 GOVERNMENT & DEFENSE
    INCREASE IN SPENDING ON AI-BASED CYBERSECURITY SOLUTIONS
  • 10.4 MANUFACTURING
    HUGE INVESTMENTS IN INDUSTRY ON AUTOMATION
  • 10.5 HEALTHCARE & LIFE SCIENCES
    INCREASE IN NUMBER OF DATA BREACHES AND COMPROMISED ELECTRONIC HEALTHCARE RECORDS
  • 10.6 RETAIL & ECOMMERCE
    HARNESSING AI FOR ENHANCED THREAT PROTECTION AND COMPLIANCE MANAGEMENT
  • 10.7 TELECOMMUNICATIONS
    LARGE NUMBER OF MONETARY TRANSACTIONS AND EXPANDING CONSUMER BASE
  • 10.8 IT/ITES
    NEED TO IMPLEMENT AI-POWERED CYBERSECURITY SOLUTIONS TO ENHANCE SECURITY POSTURE
  • 10.9 MEDIA & ENTERTAINMENT
    RISE IN ENTERTAINMENT SECURITY TO UTILIZE AI FOR CHALLENGING CYBER DEFENSES
  • 10.10 AUTOMOTIVE
    INCREASE IN CYBERATTACKS DUE TO RISE IN NUMBER OF CONNECTED AND AUTONOMOUS CARS
  • 10.11 OTHER VERTICALS
AI IN CYBERSECURITY MARKET, BY REGION
255
  • 11.1 INTRODUCTION
  • 11.2 NORTH AMERICA
    NORTH AMERICA: AI IN CYBERSECURITY MARKET DRIVERS
    NORTH AMERICA: IMPACT OF RECESSION
    US
    - Rapid growth in technological innovations and increased use of internet
    CANADA
  • 11.3 EUROPE
    EUROPE: AI IN CYBERSECURITY MARKET DRIVERS
    EUROPE: IMPACT OF RECESSION
    UK
    - Government initiatives toward cybersecurity for training and educating organizations
    GERMANY
    - 2021 Cyber Security Strategy and government investment in AI promotion
    FRANCE
    - High internet penetration rate and developed digital and technological infrastructure to increase vulnerability to cyberattacks
    ITALY
    - Surge in ransomware incidents across Italy
    SPAIN
    - Need to integrate AI in cybersecurity for increasingly technological society
    NETHERLANDS
    - Advancing cybersecurity technology, backed by robust legal and IT structures
    REST OF EUROPE
  • 11.4 ASIA PACIFIC
    ASIA PACIFIC: AI IN CYBERSECURITY MARKET DRIVERS
    ASIA PACIFIC: IMPACT OF RECESSION
    CHINA
    - Rise in demand to regulate and manage AI to prevent cyber threats
    JAPAN
    - Demand to create comprehensive AI system to autonomously respond to cyberattacks
    INDIA
    - Government initiatives and investment
    SOUTH KOREA
    - Technological advancements to detect unknown threats and provide advanced analytics
    AUSTRALIA & NEW ZEALAND
    - Rise in investments by businesses to intensify urgency for robust defenses
    SINGAPORE
    - Rise in need for bolstering cybersecurity measures
    REST OF ASIA PACIFIC
  • 11.5 MIDDLE EAST & AFRICA
    MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET DRIVERS
    MIDDLE EAST & AFRICA: RECESSION IMPACT
    KSA
    - Rise in need to strengthen service delivery and innovation in security landscape
    UAE
    - Escalating threats in UAE’s cybersecurity domain
    SOUTH AFRICA
    - Rise in need to take proactive measures to mitigate potential risks
    TURKEY
    - Embrace of AI in cybersecurity to enhance defense against evolving threats
    REST OF THE MIDDLE EAST & AFRICA
  • 11.6 LATIN AMERICA
    LATIN AMERICA: AI IN CYBERSECURITY MARKET DRIVERS
    LATIN AMERICA: RECESSION IMPACT
    BRAZIL
    - Government strategies inspired by rise in necessity to prevent data breach
    MEXICO
    - Recommendations aimed at leveraging advanced technologies and integrating AI solutions
    ARGENTINA
    - Investment in cybersecurity to ensure ethical use of AI
    REST OF LATIN AMERICA
COMPETITIVE LANDSCAPE
342
  • 12.1 OVERVIEW
  • 12.2 KEY PLAYER STRATEGIES
  • 12.3 REVENUE ANALYSIS
    HISTORICAL REVENUE ANALYSIS
  • 12.4 MARKET SHARE ANALYSIS
  • 12.5 BRAND/PRODUCT COMPARATIVE ANALYSIS
  • 12.6 KEY COMPANY EVALUATION MATRIX
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
    COMPANY FOOTPRINT FOR KEY PLAYERS
  • 12.7 STARTUP/SME EVALUATION MATRIX
    PROGRESSIVE COMPANIES
    DYNAMIC COMPANIES
    STARTING BLOCKS
    STARTUP/SME COMPETITIVE BENCHMARKING
  • 12.8 VALUATION AND FINANCIAL METRICS OF KEY AI IN CYBERSECURITY VENDORS
  • 12.9 COMPETITIVE SCENARIO AND TRENDS
    PRODUCT LAUNCHES AND ENHANCEMENTS
    DEALS
COMPANY PROFILES
363
  • 13.1 INTRODUCTION
  • 13.2 KEY PLAYERS
    NVIDIA
    - Business overview
    - Solutions/Services/Products offered
    - Recent developments
    - MnM view
    INTEL
    - Business overview
    - Solutions/Services/Products offered
    - Recent developments
    - MnM view
    AMD
    - Business overview
    - Solutions/Services/Products offered
    - Recent developments
    - MnM view
    SAMSUNG ELECTRONICS CO., LTD
    - Business overview
    - Solutions/Services/Products offered
    - Recent developments
    - MnM view
    MICRON TECHNOLOGY
    - Business overview
    - Solutions/Services/Products offered
    - Recent developments
    - MnM view
    IBM
    - Business overview
    - Solutions/Services/Products offered
    - Recent developments
    AWS
    - Business overview
    - Solution/Service/Product offered
    - Recent developments
    MICROSOFT CORPORATION
    - Business overview
    - Solutions/Services/Products offered
    - Recent developments
    PALO ALTO NETWORKS
    - Business overview
    - Solutions/Services/Products offered
    - Recent developments
    CROWDSTRIKE
    - Business overview
    - Solutions/Services/Products offered
    - Recent developments
    GEN DIGITAL
    - Business overview
    - Solutions/Services/Products offered
    - Recent developments
    TRELLIX
    - Business overview
    - Products/Solutions/Services offered
    - Recent Developments
  • 13.3 OTHER PLAYERS
    BLACKBERRY
    LEXISNEXIS RISK SOLUTIONS
    SECURONIX
    SIFT SCIENCE
    ACALVIO TECHNOLOGIES
    DARKTRACE
    SPARKCOGNITION
    FORTINET
    CHECK POINT SOFTWARE TECHNOLOGIES
    HIGH-TECH BRIDGE
    DEEP INSTINCT
    SENTINELONE
    FEEDZAI
    VECTRA
    ZIMPERIUM
    ARGUS CYBER SECURITY
    NOZOMI NETWORKS
    BITSIGHT TECHNOLOGIES
  • 13.4 ANTIVIRUS COMPANIES
    KASPERSKY LAB
    BITDEFENDER
    ESET
ADJACENT AND RELATED MARKETS
448
  • 14.1 INTRODUCTION
  • 14.2 CYBERSECURITY MARKET
    MARKET DEFINITION
    MARKET OVERVIEW
    CYBERSECURITY MARKET, BY COMPONENT
    CYBERSECURITY MARKET, BY SOFTWARE
    CYBERSECURITY MARKET, BY SERVICE
    CYBERSECURITY MARKET, BY SECURITY TYPE
    CYBERSECURITY MARKET, BY DEPLOYMENT MODE
    CYBERSECURITY MARKET, BY ORGANIZATION SIZE
    CYBERSECURITY MARKET, BY VERTICAL
    CYBERSECURITY MARKET, BY REGION
  • 14.3 ARTIFICIAL INTELLIGENCE MARKET
    MARKET DEFINITION
    MARKET OVERVIEW
    ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING
    ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY
    ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION
    ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL
    ARTIFICIAL INTELLIGENCE MARKET, BY REGION
  • 14.4 IDENTITY AND ACCESS MANAGEMENT (IAM) MARKET
    MARKET DEFINITION
    MARKET OVERVIEW
    IDENTITY AND ACCESS MANAGEMENT MARKET, BY TYPE
    IDENTITY AND ACCESS MANAGEMENT MARKET, BY OFFERING
    IDENTITY AND ACCESS MANAGEMENT MARKET, BY SOLUTION
    IDENTITY AND ACCESS MANAGEMENT MARKET, BY SERVICE
    IDENTITY AND ACCESS MANAGEMENT MARKET, BY DEPLOYMENT MODE
    IDENTITY AND ACCESS MANAGEMENT MARKET, BY VERTICAL
    IDENTITY AND ACCESS MANAGEMENT MARKET, BY REGION
APPENDIX
474
  • 15.1 DISCUSSION GUIDE
  • 15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
  • 15.3 CUSTOMIZATION OPTIONS
  • 15.4 RELATED REPORTS
  • 15.5 AUTHOR DETAILS
LIST OF TABLES
 
  • 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 MARKET AND GROWTH RATE, 2019–2022 (USD MILLION Y-O-Y)
  • TABLE 6 GLOBAL 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 MARKET
  • 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 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 MARKET, BY SECURITY TYPE, 2023–2028 (USD MILLION)
  • TABLE 98 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 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 MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 176 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 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 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 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 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 MARKET IN DATA LOSS PREVENTION APPLICATIONS, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 188 MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2019–2022 (USD MILLION)
  • TABLE 189 MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2023–2028 (USD MILLION)
  • TABLE 190 MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 191 MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 192 MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2019–2022 (USD MILLION)
  • TABLE 193 MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2023–2028 (USD MILLION)
  • TABLE 194 MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 195 MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 196 MARKET IN FRAUD DETECTION APPLICATIONS, BY SUBAPPLICATION, 2019–2022 (USD MILLION)
  • TABLE 197 MARKET IN FRAUD DETECTION APPLICATIONS, BY SUBAPPLICATION, 2023–2028 (USD MILLION)
  • TABLE 198 MARKET IN FRAUD DETECTION APPLICATIONS, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 199 MARKET IN FRAUD DETECTION APPLICATIONS, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 200 MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, BY SUBAPPLICATION, 2019–2022 (USD MILLION)
  • TABLE 201 MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, 2023–2028 (USD MILLION)
  • TABLE 202 MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 203 MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 204 MARKET IN OTHER APPLICATIONS, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 205 MARKET IN OTHER APPLICATIONS, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 206 MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
  • TABLE 207 MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 208 BFSI: USE CASES
  • TABLE 209 MARKET IN BFSI VERTICAL, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 210 MARKET IN BFSI VERTICAL, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 211 GOVERNMENT & PUBLIC SECTOR: USE CASES
  • TABLE 212 MARKET IN GOVERNMENT & PUBLIC SECTOR VERTICAL, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 213 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 MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 219 MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 220 RETAIL & ECOMMERCE: USE CASES
  • TABLE 221 MARKET IN RETAIL & ECOMMERCE VERTICAL, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 222 MARKET IN RETAIL & ECOMMERCE VERTICAL, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 223 TELECOMMUNICATIONS: USE CASES
  • TABLE 224 MARKET IN TELECOMMUNICATIONS VERTICAL, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 225 MARKET IN TELECOMMUNICATIONS VERTICAL, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 226 IT/ITES: USE CASES
  • TABLE 227 MARKET IN IT/ITES VERTICAL, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 228 MARKET IN IT/ITES VERTICAL, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 229 MEDIA & ENTERTAINMENT: USE CASES
  • TABLE 230 MARKET IN MEDIA & ENTERTAINMENT VERTICAL, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 231 MARKET IN MEDIA & ENTERTAINMENT VERTICAL, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 232 AUTOMOTIVE: USE CASES
  • TABLE 233 MARKET IN AUTOMOTIVE VERTICAL, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 234 MARKET IN AUTOMOTIVE VERTICAL, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 235 OTHER VERTICALS: MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 236 OTHER VERTICALS: MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 237 MARKET, BY REGION, 2019–2022 (USD MILLION)
  • TABLE 238 MARKET, BY REGION, 2023–2028 (USD MILLION)
  • TABLE 239 NORTH AMERICA: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 240 NORTH AMERICA: 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: MARKET, BY SECURITY TYPE, 2019–2022 (USD MILLION)
  • TABLE 258 NORTH AMERICA: 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: MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
  • TABLE 262 NORTH AMERICA: 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: MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
  • TABLE 272 NORTH AMERICA: MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 273 NORTH AMERICA: MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
  • TABLE 274 NORTH AMERICA: MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 275 NORTH AMERICA: MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
  • TABLE 276 NORTH AMERICA: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 277 EUROPE: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 278 EUROPE: 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: MARKET, BY SECURITY TYPE, 2019–2022 (USD MILLION)
  • TABLE 296 EUROPE: 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: MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
  • TABLE 300 EUROPE: 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: MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
  • TABLE 310 EUROPE: MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 311 EUROPE: MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
  • TABLE 312 EUROPE: AI IN CYBER SECURITY MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 313 EUROPE: MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
  • TABLE 314 EUROPE: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 315 ASIA PACIFIC: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 316 ASIA PACIFIC: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 317 ASIA PACIFIC: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 318 ASIA PACIFIC: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 319 ASIA PACIFIC: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 320 ASIA PACIFIC: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 321 ASIA PACIFIC: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 322 ASIA PACIFIC: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 323 ASIA PACIFIC: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 324 ASIA PACIFIC: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 325 ASIA PACIFIC: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 326 ASIA PACIFIC: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 327 ASIA PACIFIC: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
  • TABLE 328 ASIA PACIFIC: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
  • TABLE 329 ASIA PACIFIC: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 330 ASIA PACIFIC: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 331 ASIA PACIFIC: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 332 ASIA PACIFIC: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 333 ASIA PACIFIC: MARKET, BY SECURITY TYPE, 2019–2022 (USD MILLION)
  • TABLE 334 ASIA PACIFIC: MARKET, BY SECURITY TYPE, 2023–2028 (USD MILLION)
  • TABLE 335 ASIA PACIFIC: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 336 ASIA PACIFIC: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 337 ASIA PACIFIC: MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
  • TABLE 338 ASIA PACIFIC: MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
  • TABLE 339 ASIA PACIFIC: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 340 ASIA PACIFIC: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 341 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 342 ASIA PACIFIC: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 343 ASIA PACIFIC: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 344 ASIA PACIFIC: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 345 ASIA PACIFIC: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 346 ASIA PACIFIC: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 347 ASIA PACIFIC: MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
  • TABLE 348 ASIA PACIFIC: MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 349 ASIA PACIFIC: MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
  • TABLE 350 ASIA PACIFIC: AI IN CYBER SECURITY MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 351 ASIA PACIFIC: MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
  • TABLE 352 ASIA PACIFIC: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 353 MIDDLE EAST & AFRICA: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 354 MIDDLE EAST & AFRICA: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 355 MIDDLE EAST & AFRICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 356 MIDDLE EAST & AFRICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 357 MIDDLE EAST & AFRICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 358 MIDDLE EAST & AFRICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 359 MIDDLE EAST & AFRICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 360 MIDDLE EAST & AFRICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 361 MIDDLE EAST & AFRICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 362 MIDDLE EAST & AFRICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 363 MIDDLE EAST & AFRICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 364 MIDDLE EAST & AFRICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 365 MIDDLE EAST & AFRICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
  • TABLE 366 MIDDLE EAST & AFRICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
  • TABLE 367 MIDDLE EAST & AFRICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 368 MIDDLE EAST & AFRICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 369 MIDDLE EAST & AFRICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 370 MIDDLE EAST & AFRICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 371 MIDDLE EAST & AFRICA: MARKET, BY SECURITY TYPE, 2019–2022 (USD MILLION)
  • TABLE 372 MIDDLE EAST & AFRICA: MARKET, BY SECURITY TYPE, 2023–2028 (USD MILLION)
  • TABLE 373 MIDDLE EAST & AFRICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 374 MIDDLE EAST & AFRICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 375 MIDDLE EAST & AFRICA: MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
  • TABLE 376 MIDDLE EAST & AFRICA: MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
  • TABLE 377 MIDDLE EAST & AFRICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 378 MIDDLE EAST & AFRICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 379 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 380 MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 381 MIDDLE EAST & AFRICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 382 MIDDLE EAST & AFRICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 383 MIDDLE EAST & AFRICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 384 MIDDLE EAST & AFRICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 385 MIDDLE EAST & AFRICA: MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
  • TABLE 386 MIDDLE EAST & AFRICA: MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 387 MIDDLE EAST & AFRICA: MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
  • TABLE 388 MIDDLE EAST & AFRICA: MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 389 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
  • TABLE 390 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 391 LATIN AMERICA: MARKET, BY OFFERING, 2019–2022 (USD MILLION)
  • TABLE 392 LATIN AMERICA: MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 393 LATIN AMERICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 394 LATIN AMERICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 395 LATIN AMERICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 396 LATIN AMERICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 397 LATIN AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 398 LATIN AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 399 LATIN AMERICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 400 LATIN AMERICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 401 LATIN AMERICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 402 LATIN AMERICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 403 LATIN AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019–2022 (USD MILLION)
  • TABLE 404 LATIN AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
  • TABLE 405 LATIN AMERICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 406 LATIN AMERICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 407 LATIN AMERICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 408 LATIN AMERICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 409 LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019–2022 (USD MILLION)
  • TABLE 410 LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023–2028 (USD MILLION)
  • TABLE 411 LATIN AMERICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 412 LATIN AMERICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 413 LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019–2022 (USD MILLION)
  • TABLE 414 LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023–2028 (USD MILLION)
  • TABLE 415 LATIN AMERICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 416 LATIN AMERICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 417 LATIN AMERICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 418 LATIN AMERICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 419 LATIN AMERICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 420 LATIN AMERICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 421 LATIN AMERICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2019–2022 (USD MILLION)
  • TABLE 422 LATIN AMERICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 423 LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019–2022 (USD MILLION)
  • TABLE 424 LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023–2028 (USD MILLION)
  • TABLE 425 LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019–2022 (USD MILLION)
  • TABLE 426 LATIN AMERICA: AI IN CYBER SECURITY MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 427 LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
  • TABLE 428 LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
  • TABLE 429 OVERVIEW OF STRATEGIES ADOPTED BY KEY AI IN CYBERSECURITY VENDORS
  • TABLE 430 AI IN CYBERSECURITY MARKET: DEGREE OF COMPETITION
  • TABLE 431 OVERALL KEY COMPANY FOOTPRINT (23 COMPANIES)
  • TABLE 432 PRODUCT FOOTPRINT (23 COMPANIES)
  • TABLE 433 VERTICAL FOOTPRINT (23 COMPANIES)
  • TABLE 434 REGION FOOTPRINT (23 COMPANIES)
  • TABLE 435 AI IN CYBERSECURITY MARKET: DETAILED LIST OF KEY STARTUPS/SMES
  • TABLE 436 AI IN CYBERSECURITY MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES PLAYERS, 2022
  • TABLE 437 AI IN CYBERSECURITY MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2022–DECEMBER 2023
  • TABLE 438 AI IN CYBERSECURITY MARKET: DEALS, JANUARY 2022–DECEMBER 2023
  • TABLE 439 NVIDIA: BUSINESS OVERVIEW
  • TABLE 440 NVIDIA: SOLUTIONS/SERVICES/PRODUCTS OFFERED
  • TABLE 441 NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 442 NVIDIA: DEALS
  • TABLE 443 INTEL: BUSINESS OVERVIEW
  • TABLE 444 INTEL: SOLUTIONS/SERVICES/PRODUCTS OFFERED
  • TABLE 445 INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 446 INTEL: DEALS
  • TABLE 447 AMD: BUSINESS OVERVIEW
  • TABLE 448 AMD: SOLUTIONS/SERVICES/PRODUCTS OFFERED
  • TABLE 449 AMD: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 450 AMD: DEALS
  • TABLE 451 SAMSUNG ELECTRONICS CO., LTD: BUSINESS OVERVIEW
  • TABLE 452 SAMSUNG ELECTRONICS CO., LTD: SOLUTIONS/SERVICES/PRODUCTS OFFERED
  • TABLE 453 SAMSUNG ELECTRONICS CO., LTD: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 454 SAMSUNG ELECTRONICS CO., LTD: DEALS
  • TABLE 455 MICRON TECHNOLOGY: BUSINESS OVERVIEW
  • TABLE 456 MICRON TECHNOLOGY: SOLUTIONS/SERVICES/PRODUCTS OFFERED
  • TABLE 457 MICRON TECHNOLOGY: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 458 MICRON TECHNOLOGY: DEALS
  • TABLE 459 IBM: BUSINESS OVERVIEW
  • TABLE 460 IBM: SOLUTIONS/SERVICES/PRODUCTS OFFERED
  • TABLE 461 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 462 IBM: DEALS
  • TABLE 463 AWS: BUSINESS OVERVIEW
  • TABLE 464 AWS: SOLUTIONS/SERVICES/PRODUCTS OFFERED
  • TABLE 465 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 466 AWS: DEALS
  • TABLE 467 MICROSOFT CORPORATION: BUSINESS OVERVIEW
  • TABLE 468 MICROSOFT CORPORATION: SOLUTIONS/SERVICES/PRODUCTS OFFERED
  • TABLE 469 MICROSOFT CORPORATION: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 470 MICROSOFT CORPORATION: DEALS
  • TABLE 471 MICROSOFT CORPORATION: OTHERS
  • TABLE 472 PALO ALTO NETWORKS: BUSINESS OVERVIEW
  • TABLE 473 PALO ALTO NETWORKS: SOLUTIONS/SERVICES/PRODUCTS OFFERED
  • TABLE 474 PALO ALTO NETWORKS: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 475 PALO ALTO NETWORKS: DEALS
  • TABLE 476 CROWDSTRIKE: BUSINESS OVERVIEW
  • TABLE 477 CROWDSTRIKE: SOLUTIONS/SERVICES/PRODUCTS OFFERED
  • TABLE 478 CROWDSTRIKE: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 479 CROWDSTRIKE: DEALS
  • TABLE 480 CROWDSTRIKE: OTHERS
  • TABLE 481 GEN DIGITAL: BUSINESS OVERVIEW
  • TABLE 482 GEN DIGITAL: SOLUTIONS/SERVICES/PRODUCTS OFFERED
  • TABLE 483 GEN DIGITAL: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 484 GEN DIGITAL: DEALS
  • TABLE 485 TRELLIX: BUSINESS OVERVIEW
  • TABLE 486 TRELLIX: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 487 TRELLIX: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 488 TRELLIX: DEALS
  • TABLE 489 CYBERSECURITY MARKET, BY COMPONENT, 2016–2021 (USD MILLION)
  • TABLE 490 CYBERSECURITY MARKET, BY COMPONENT, 2022–2027 (USD MILLION)
  • TABLE 491 CYBERSECURITY MARKET, BY SOFTWARE, 2016–2021 (USD MILLION)
  • TABLE 492 CYBERSECURITY MARKET, BY SOFTWARE, 2022–2027 (USD MILLION)
  • TABLE 493 CYBERSECURITY MARKET, BY SERVICE, 2016–2021 (USD MILLION)
  • TABLE 494 CYBERSECURITY MARKET, BY SERVICE, 2022–2027 (USD MILLION)
  • TABLE 495 SERVICES MARKET, BY PROFESSIONAL SERVICE, 2016–2021 (USD MILLION)
  • TABLE 496 SERVICES MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION)
  • TABLE 497 CYBERSECURITY MARKET, BY SECURITY TYPE, 2016–2021 (USD MILLION)
  • TABLE 498 CYBERSECURITY MARKET, BY SECURITY TYPE, 2022–2027 (USD MILLION)
  • TABLE 499 CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2016–2021 (USD MILLION)
  • TABLE 500 CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2022–2027 (USD MILLION)
  • TABLE 501 CYBERSECURITY MARKET, BY ORGANIZATION SIZE, 2016–2021 (USD MILLION)
  • TABLE 502 CYBERSECURITY MARKET, BY ORGANIZATION SIZE, 2022–2027 (USD MILLION)
  • TABLE 503 CYBERSECURITY MARKET, BY VERTICAL, 2016–2021 (USD MILLION)
  • TABLE 504 CYBERSECURITY MARKET, BY VERTICAL, 2022–2027 (USD MILLION)
  • TABLE 505 CYBERSECURITY MARKET, BY REGION, 2016–2021 (USD MILLION)
  • TABLE 506 CYBERSECURITY MARKET, BY REGION, 2022–2027 (USD MILLION)
  • TABLE 507 ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2017–2022 (USD MILLION, Y-O-Y GROWTH)
  • TABLE 508 ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2023–2030 (USD BILLION, Y-O-Y GROWTH)
  • TABLE 509 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017–2022 (USD MILLION)
  • TABLE 510 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023–2030 (USD MILLION)
  • TABLE 511 ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017–2022 (USD MILLION)
  • TABLE 512 ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023–2030 (USD MILLION)
  • TABLE 513 ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017–2022 (USD MILLION)
  • TABLE 514 ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023–2030 (USD MILLION)
  • TABLE 515 PREDICTIVE ANALYTICS MARKET, BY SERVICE, 2015–2020 (USD MILLION)
  • TABLE 516 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2017–2022 (USD MILLION)
  • TABLE 517 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2023–2030 (USD MILLION)
  • TABLE 518 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT, 2017–2022 (USD MILLION)
  • TABLE 519 SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT, 2023–2030 (USD MILLION)
  • TABLE 520 ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017–2022 (USD MILLION)
  • TABLE 521 ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023–2030 (USD MILLION)
  • TABLE 522 ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017–2022 (USD MILLION)
  • TABLE 523 ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023–2030 (USD MILLION)
  • TABLE 524 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017–2022 (USD MILLION)
  • TABLE 525 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023–2030 (USD MILLION)
  • TABLE 526 ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017–2022 (USD MILLION)
  • TABLE 527 ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023–2030 (USD MILLION)
  • TABLE 528 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017–2022 (USD MILLION)
  • TABLE 529 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023–2030 (USD MILLION)
  • TABLE 530 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017–2022 (USD MILLION)
  • TABLE 531 ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023–2030 (USD MILLION)
  • TABLE 532 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017–2022 (USD MILLION)
  • TABLE 533 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023–2030 (USD MILLION)
  • TABLE 534 IDENTITY AND ACCESS MANAGEMENT MARKET, BY TYPE, 2017–2022 (USD MILLION)
  • TABLE 535 IDENTITY AND ACCESS MANAGEMENT MARKET, BY TYPE, 2023–2028 (USD MILLION)
  • TABLE 536 IDENTITY AND ACCESS MANAGEMENT MARKET, BY OFFERING, 2017–2022 (USD MILLION)
  • TABLE 537 IDENTITY AND ACCESS MANAGEMENT MARKET, BY OFFERING, 2023–2028 (USD MILLION)
  • TABLE 538 IDENTITY AND ACCESS MANAGEMENT MARKET, BY SOLUTION, 2017–2022 (USD MILLION)
  • TABLE 539 IDENTITY AND ACCESS MANAGEMENT MARKET, BY SOLUTION, 2023–2028 (USD MILLION)
  • TABLE 540 IDENTITY AND ACCESS MANAGEMENT MARKET, BY SERVICE, 2017–2022 (USD MILLION)
  • TABLE 541 IDENTITY AND ACCESS MANAGEMENT MARKET, BY SERVICE, 2023–2028 (USD MILLION)
  • TABLE 542 IDENTITY AND ACCESS MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2017–2022 (USD MILLION)
  • TABLE 543 IDENTITY AND ACCESS MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2023–2028 (USD MILLION)
  • TABLE 544 IDENTITY AND ACCESS MANAGEMENT MARKET, BY VERTICAL, 2017–2022 (USD MILLION)
  • TABLE 545 IDENTITY AND ACCESS MANAGEMENT MARKET, BY VERTICAL, 2023–2028 (USD MILLION)
  • TABLE 546 IDENTITY AND ACCESS MANAGEMENT MARKET, BY REGION, 2017–2022 (USD MILLION)
  • TABLE 547 IDENTITY AND ACCESS MANAGEMENT MARKET, BY REGION, 2023–2028 (USD MILLION)
LIST OF FIGURES
 
  • 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
  • FIGURE 72 ASIA PACIFIC: MARKET SNAPSHOT
  • FIGURE 73 BUSINESS SEGMENT REVENUE ANALYSIS, BY KEY PLAYER, 2018–2022 (USD BILLION)
  • FIGURE 74 AI IN CYBERSECURITY MARKET SHARE ANALYSIS, BY KEY PLAYER, 2022
  • FIGURE 75 AI IN CYBERSECURITY BRAND/PRODUCT COMPARATIVE ANALYSIS, BY HARDWARE
  • FIGURE 76 AI IN CYBERSECURITY BRAND/PRODUCT COMPARATIVE ANALYSIS, BY SOLUTION
  • FIGURE 77 AI IN CYBERSECURITY MARKET COMPANY EVALUATION MATRIX FOR KEY PLAYERS, 2022
  • FIGURE 78 AI IN CYBERSECURITY MARKET COMPANY EVALUATION MATRIX FOR STARTUPS/SMES, 2022
  • FIGURE 79 VALUATION AND FINANCIAL METRICS OF KEY AI IN CYBERSECURITY VENDORS
  • FIGURE 80 YTD PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY AI IN CYBERSECURITY VENDORS
  • FIGURE 81 NVIDIA: COMPANY SNAPSHOT
  • FIGURE 82 INTEL: COMPANY SNAPSHOT
  • FIGURE 83 AMD: COMPANY SNAPSHOT
  • FIGURE 84 SAMSUNG ELECTRONICS CO., LTD: COMPANY SNAPSHOT
  • FIGURE 85 MICRON TECHNOLOGY: COMPANY SNAPSHOT
  • FIGURE 86 IBM: COMPANY SNAPSHOT
  • FIGURE 87 AWS: COMPANY SNAPSHOT
  • FIGURE 88 MICROSOFT CORPORATION: COMPANY SNAPSHOT
  • FIGURE 89 PALO ALTO NETWORKS: COMPANY SNAPSHOT
  • FIGURE 90 CROWDSTRIKE: COMPANY SNAPSHOT
  • FIGURE 91 GEN: COMPANY SNAPSHOT

 

The research study for the AI in Cybersecurity market involved the use of extensive secondary sources and directories, as well as various reputed open-source databases, to identify and collect information useful for this technical and market-oriented study. In-depth interviews were conducted with various primary respondents, including key opinion leaders, subject matter experts, high-level executives of multiple companies providing AI in Cybersecurity offerings, and industry consultants to obtain and verify critical qualitative and quantitative information and assess the market prospects and industry trends.

Secondary Research

In the secondary research process, various sources were referred to for identifying and collecting information for this study. Secondary sources included annual reports, press releases, and investor presentations of companies; white papers, journals, and certified publications; and articles from recognized authors, directories, and databases. The data was also collected from other secondary sources, such as the Data Science Journal, Institute of Electrical and Electronics Engineers (IEEE) Journals and magazines,  and other magazines. Secondary research was mainly used to obtain key information about the industry’s value chain and supply chain to identify key players based on hardware, solutions, services, and market classification and segmentation according to offerings of major players, industry trends related to offering, security type, technology, application, verticals, and region, and key developments from both market and technology-oriented perspectives.

Primary Research

In the primary research process, various primary sources from the supply and demand sides of the AI in Cybersecurity market ecosystem were interviewed to obtain qualitative and quantitative information for this study. The primary sources from the supply side included industry experts, such as chief executive officers (CEOs), vice presidents (VPs), marketing directors, technology and innovation directors, and related key executives from various vendors providing AI in Cybersecurity offerings; associated service providers; and system integrators operating in the targeted regions. All possible parameters that affect the market covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

After the complete market engineering (including calculations for market statistics, market breakup, market size estimations, market forecast, and data triangulation), extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. Primary research was also undertaken to identify and validate the segmentation types; industry trends; key players; the market's competitive landscape, and key market dynamics, such as drivers, restraints, opportunities, challenges, industry trends, and key strategies.

In the complete market engineering process, the top-down and bottom-up approaches and several data triangulation methods were extensively used to perform the market estimation and market forecast for the overall market segments and subsegments listed in this report. Extensive qualitative and quantitative analysis was performed on the complete market engineering process to record the critical information/insights throughout the report.

The following is the breakup of primary profiles:

Artificial Intelligence in Cybersecurity Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

For making market estimates and forecasting the AI in Cybersecurity market and the other dependent submarkets, top-down and bottom-up approaches were used. The bottom-up procedure was used to arrive at the overall market size of the global AI in Cybersecurity market, using the revenue from the key companies and their offerings in the market. With data triangulation and validation through primary interviews, this study determined and confirmed the exact value of the overall parent market size. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segments.

The top-down approach prepared an exhaustive list of all the vendors offering AI in Cybersecurity. The revenue contribution of the market vendors was estimated through annual reports, press releases, funding, investor presentations, paid databases, and primary interviews. Each vendor’s offerings were evaluated based on the breadth of solution and service offerings, cloud types, organization sizes, and verticals. The aggregate of all the companies' revenues was extrapolated to reach the overall market size. Each subsegment was studied and analyzed for its global market size and regional penetration. The markets were triangulated through both primary and secondary research. The primary procedure included extensive interviews for key insights from industry leaders, such as CIOs, CEOs, VPs, directors, and marketing executives. The market numbers were further triangulated with the existing MarketsandMarkets repository for validation.

In the bottom-up approach, the adoption rate of AI in Cybersecurity hardware, solutions, and services among different end-users in key countries with respect to their regions contributing the most to the market share was identified. For cross-validation, the adoption of AI in Cybersecurity hardware, solutions, and services among industries, along with different use cases with respect to their regions, was identified and extrapolated. Weightage was given to use cases identified in different regions for the market size calculation.

All the possible parameters that affect the market covered in the research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The data is consolidated and added with detailed inputs and analysis from MarketsandMarkets.

  • The pricing trend is assumed to vary over time.
  • All the forecasts are made with the standard assumption that the accepted currency is USD.
  • For the conversion of various currencies to USD, average historical exchange rates are used according to the year specified. For all the historical and current exchange rates required for calculations and currency conversions, the US Internal Revenue Service’s website is used.
  • All the forecasts are made under the standard assumption that the globally accepted currency, USD, remains constant during the next five years.
  • Vendor-side analysis: The market size estimates of associated solutions and services are factored in from the vendor side by assuming an average of licensing and subscription-based models of leading and innovative vendors.
  • Demand/end-user analysis: End users operating in verticals across regions are analyzed in terms of market spending on AI in Cybersecurity solutions and services based on some of the key use cases. These factors for the AI in Cybersecurity tool industry per region are separately analyzed, and the average spending was extrapolated with an approximation based on assumed weightage. This factor is derived by averaging various market influencers, including recent developments, regulations, mergers and acquisitions, enterprise/SME adoption, startup ecosystem, IT spending, technology propensity and maturity, use cases, and the estimated number of organizations per region.

Market Size Estimation: Top Down And Bottom Up Approach

Artificial Intelligence in Cybersecurity Market Size, and Share

To know about the assumptions considered for the study, Request for Free Sample Report

Data Triangulation

After arriving at the overall market size using the market size estimation processes as explained above, the market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation and market breakup procedures were employed, wherever applicable. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Market Definition

Cybersecurity is a set of processes and practices designed to safeguard endpoints, networks, applications, and data from advanced threats and vulnerabilities. Enterprises are required to adopt a set of security technologies, solutions, tools, policies, security concepts, guidelines, risk management approaches, and services to protect critical enterprise information and infrastructure from the growing volume and sophistication of cyberattacks. In such situations, AI in security is used to predict outcomes based on past events. AI software identifies patterns and anomalies pertaining to past events, thereby identifying threats across a firm's network, both on-premises and in the cloud, to mitigate further attacks.

Key Stakeholders

  • AI Solution Providers
  • AI Platform Providers
  • Cloud Service Providers
  • AI System Providers
  • Universities and Research Organizations
  • Investors and Venture Capitalists
  • Managed service providers
  • Support and maintenance service providers
  • System Integrators (SIs)/migration service providers
  • Value-Added Resellers (VARs) and distributors
  • Distributors and Value-added Resellers (VARs)
  • System Integrators (SIs)
  • Independent Software Vendors (ISV)
  • Third-party providers
  • Technology providers
  • Semiconductor Companies

Report Objectives

  • To describe and forecast the artificial intelligence in cybersecurity market, in terms of value,
    by offering, security type, technology, application, and vertical
  • To describe and forecast the artificial intelligence in cybersecurity market, in terms of value,
    by region—North America, Europe, Asia Pacific, Middle East & Africa and Latin America
  • To provide detailed information regarding major factors influencing the market growth (drivers, restraints, opportunities, and challenges)
  • To strategically analyze micromarkets1 with respect to individual growth trends, prospects, and contribution to the overall artificial intelligence in cybersecurity market
  • To profile key players and comprehensively analyze their market positions in terms of ranking and core competencies2, along with detailing the competitive landscape for market leaders
  • To analyze competitive developments such as joint ventures, mergers and acquisitions, product developments, and ongoing research and development (R&D) in the artificial intelligence in cybersecurity market
  • To provide the illustrative segmentation, analysis, and projection of the main regional markets

Available Customizations

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Product Analysis

  • Product matrix provides a detailed comparison of the product portfolio of each company

Geographic Analysis

  • Further breakup of the North American market for AI in Cybersecurity
  • Further breakup of the European market for AI in Cybersecurity
  • Further breakup of the Asia Pacific market for AI in Cybersecurity
  • Further breakup of the Latin American market for AI in Cybersecurity
  • Further breakup of the Middle East & Africa market for AI in Cybersecurity

Company Information

  • Detailed analysis and profiling of additional market players (up to five)
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Report Code
TC 8896
Published ON
Dec, 2023
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