Artificial Intelligence in Cybersecurity Market by Offering (Hardware, Solution, and Service), Security Type, Technology (ML, NLP, Context-Aware and Computer Vision), Application (IAM, DLP, and UTM), Vertical and Region - Global Forecast to 2028

Artificial Intelligence in Cybersecurity Market by Offering (Hardware, Solution, and Service), Security Type, Technology (ML, NLP, Context-Aware and Computer Vision), Application (IAM, DLP, and UTM), Vertical and Region - Global Forecast to 2028



The global market for Al in Cybersecurity is projected to grow from USD 22.4 billion in 2023 to USD 60.6 billion by 2028, at a CAGR of 21.9% during the forecast period. The rising frequency and sophistication of cyberattacks are compelling enterprises to explore advanced and innovative defense solutions, driving the growth of the artificial intelligence in cybersecurity market. The expanding use of IoT devices across diverse applications, coupled with the escalating volume of data generated by these devices, presents lucrative opportunities for the global AI in cybersecurity market. The increasing demand for adaptable security services across businesses is expected to propel market growth. Furthermore, the emergence of visualization tools for security data is anticipated to provide lucrative growth prospects in the forecast period.

“The Automotive vertical is projected to hold the largest CAGR during the forecast period.”

AI in Cybersecurity is being adopted in the healthcare and life sciences vertical to enable smart medical facilities with digital diagnosis and remote patient monitoring. The automotive industry is embracing AI for cybersecurity due to the growing complexity of cars, the rise of vulnerable autonomous vehicles, and a vast global supply chain ripe for attack. AI excels at real-time threat detection, data protection, and automating manual tasks, leading to a more efficient and adaptable defense against cyberattacks. However, challenges such as data bias and opaque AI models necessitate careful implementation and integration with existing systems. Additionally, AI is poised to play a crucial role in ensuring the future of connected and autonomous vehicles.

“Among applications, Identity & Access Management to account for the largest market during the forecast period.”

The exponential growth of Identity & Access Management (IAM) in the AI in cybersecurity market is propelled by several key factors. The rising complexity of cyber threats necessitates advanced security measures, where IAM plays a pivotal role in fortifying defenses. The integration of Artificial Intelligence enhances IAM capabilities, enabling real-time threat analysis and adaptive access controls. Additionally, regulatory compliance mandates drive the adoption of IAM solutions, ensuring organizations meet stringent security standards. Furthermore, the surge in remote work amplifies the need for robust IAM, safeguarding access across diverse environments. IAM in AI cybersecurity is thus buoyed by the imperative to combat evolving cyber threats, comply with regulations, and secure remote access.

“Among technology, machine learning is anticipated to account for the largest market share during the forecast period.”

The adoption of Machine Learning (ML) in the AI in cybersecurity market is experiencing a robust upward trajectory. ML's capability to analyze vast datasets enables proactive threat detection and response. Its application in anomaly detection and pattern recognition enhances cybersecurity measures, identifying potential risks in real time. ML-driven solutions adapt and evolve, staying ahead of sophisticated cyber threats. The dynamic nature of cyberattacks necessitates a continuous learning approach, aligning with ML's strength. Organizations are increasingly integrating ML into their cybersecurity strategies to bolster defense mechanisms, mitigate risks, and ensure resilient protection against the evolving landscape of cyber threats. The growing adoption underscores ML's pivotal role in fortifying AI-driven cybersecurity initiatives.

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

North America, leads globally in security vendors and cyber incidents. Safeguarding critical infrastructures and sensitive data faces increasing challenges with the rise of interconnections and digitalization. The US, a significant early adopter of cybersecurity solutions, is expected to dominate market revenue. Escalating cyberattacks, including DDoS, ransomware, and spear phishing, pose critical economic and national security challenges. Despite technological advancements such as cloud computing and IoT adoption, businesses are confronted with sophisticated threats. The region's vulnerabilities and compliance demands make North America the most lucrative market for various cybersecurity vendors, with the US and Canada at the forefront.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the AI in Cybersecurity market.

By Company: Tier I: 35%, Tier II: 45%, and Tier III: 20%

By Designation: C-Level Executives: 35%, Directors: 25%, and Others: 40%

By Region: North America: 40%, Europe: 20%, APAC: 30%, MEA: 5%, Latin America: 5%

Major vendors offering AI in Cybersecurity solutions and services across the globe are 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).

Research Coverage

The market study covers AI in Cybersecurity across segments. It aims to estimate the market size and the growth potential across different segments, such as offering, security type, technology, application, vertical, and region. It includes an in-depth competitive analysis of the key players in the market, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall market for AI in Cybersecurity and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (Growing adoption of IoT and increasing number of connected devices, Rising concerns of data protection, Increasing vulnerability of Wi-Fi networks to security threats), restraints (Rise in insider cyber threats), opportunities (Growing need for cloud-based security solutions among SMEs, Increasing use of social media for business functions), and challenges (Limited number of cybersecurity and AI professionals, Lack of interoperability with existing information systems)

Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI in Cybersecurity market.

Market Development: Comprehensive information about lucrative markets – the report analyses the AI in Cybersecurity market across varied regions.

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in AI in Cybersecurity market strategies; the report also helps stakeholders understand the pulse of the AI in Cybersecurity market and provides them with information on key market drivers, restraints, challenges, and opportunities.

Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players such as CrowdStrike (US), Fortinet (US), Trellix (US), Check Point Software Technologies (US), Darktrace (UK) and others in the AI in Cybersecurity market.


  • INTRODUCTION
    • STUDY OBJECTIVES
    • MARKET DEFINITION
      • INCLUSIONS AND EXCLUSIONS
    • MARKET SCOPE
      • MARKET SEGMENTATION
      • REGIONS COVERED
      • YEARS CONSIDERED
    • CURRENCY CONSIDERED
      • Table USD EXCHANGE RATE, 2020-2022
    • STAKEHOLDERS
    • SUMMARY OF CHANGES
      • RECESSION IMPACT
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
        • Table PRIMARY INTERVIEWS
    • MARKET FORECAST
      • Table FACTOR ANALYSIS
    • MARKET SIZE ESTIMATION
      • TOP-DOWN APPROACH
      • BOTTOM-UP APPROACH
    • DATA TRIANGULATION
    • STUDY ASSUMPTIONS
    • STUDY LIMITATIONS
    • IMPACT OF RECESSION ON GLOBAL AI IN CYBERSECURITY MARKET
      • Table RECESSION IMPACT ON AI IN CYBERSECURITY MARKET
  • EXECUTIVE SUMMARY
    • Table GLOBAL AI IN CYBERSECURITY MARKET AND GROWTH RATE, 2019-2022 (USD MILLION Y-O-Y)
    • Table GLOBAL AI IN CYBERSECURITY MARKET AND GROWTH RATE, 2023-2028 (USD MILLION Y-O-Y)
  • PREMIUM INSIGHTS
    • ATTRACTIVE OPPORTUNITIES FOR AI IN CYBERSECURITY MARKET PLAYERS
    • AI IN CYBERSECURITY MARKET: TOP THREE APPLICATIONS
    • NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY OFFERING AND KEY VERTICAL
    • AI IN CYBERSECURITY MARKET, BY REGION
  • MARKET OVERVIEW AND INDUSTRY TRENDS
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
    • TECHNOLOGY ANALYSIS
      • KEY TECHNOLOGY
      • COMPLEMENTARY TECHNOLOGY
      • ADJACENT TECHNOLOGY
    • CASE STUDY ANALYSIS
      • BFSI
      • IT/ITES
      • ENERGY & UTILITIES
      • TELECOMMUNICATIONS
      • GOVERNMENT & DEFENSE
    • 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
    • ECOSYSTEM/MARKET MAP
      • Table ROLE OF PLAYERS IN AI IN CYBERSECURITY
    • TARIFF & REGULATORY LANDSCAPE
      • TARIFFS RELATED TO AI IN CYBERSECURITY
        • Table TARIFFS RELATED TO AI IN CYBERSECURITY MARKET, 2022
      • REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
        • Table ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • VALUE CHAIN ANALYSIS
      • RESEARCH, DESIGN, AND DEVELOPMENT
      • COMPONENT PROVIDERS
      • SYSTEM INTEGRATORS
      • MARKETING AND SALES EXECUTIVES
      • END-USER INDUSTRIES
      • SERVICE PROVIDERS
    • PORTER'S FIVE FORCES ANALYSIS
      • Table PORTER'S FIVE FORCES IMPACT ON AI IN CYBERSECURITY
      • THREAT FROM NEW ENTRANTS
      • THREAT FROM SUBSTITUTES
      • BARGAINING POWER OF SUPPLIERS
      • BARGAINING POWER OF BUYERS
      • INTENSITY OF COMPETITIVE RIVALRY
    • KEY CONFERENCES & EVENTS
      • Table DETAILED LIST OF CONFERENCE & EVENTS, 2023-2024
    • KEY STAKEHOLDERS AND BUYING CRITERIA
      • KEY STAKEHOLDERS IN BUYING PROCESS
        • Table INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
      • BUYING CRITERIA
        • Table KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
    • PRICING ANALYSIS
      • INDICATIVE PRICING ANALYSIS, BY AI IN CYBERSECURITY VENDORS
        • Table INDICATIVE PRICING LEVELS OF AI IN CYBERSECURITY VENDORS, BY SOLUTION
      • AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY HARDWARE
        • Table AVERAGE SELLING PRICE TRENDS OF KEY PLAYERS, BY HARDWARE (USD)
    • PATENT ANALYSIS
      • METHODOLOGY
      • PATENTS FILED, BY DOCUMENT TYPE
        • Table PATENTS FILED, 2013-2023
      • INNOVATION AND PATENT APPLICATIONS
        • Table TOP 20 PATENT OWNERS IN AI IN CYBERSECURITY, 2013-2023
        • Table LIST OF FEW PATENTS IN AI IN CYBERSECURITY MARKET, 2023
    • TRADE ANALYSIS
      • IMPORT SCENARIO OF AUTOMATED DATA PROCESSING MACHINES AND UNITS
      • EXPORT SCENARIO OF AUTOMATED DATA PROCESSING MACHINES AND UNITS
    • TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESS
    • BEST PRACTICES IN AI IN CYBERSECURITY MARKET
      • Table BEST PRACTICES IN AI IN CYBERSECURITY MARKETS
    • TECHNOLOGY ROADMAP OF AI IN CYBERSECURITY MARKET
      • Table SHORT-TERM ROADMAP, 2023-2025
      • Table MID-TERM ROADMAP, 2026-2028
      • Table LONG-TERM ROADMAP, 2029-2030
    • BUSINESS MODELS OF AI IN CYBERSECURITY MARKET
  • AI IN CYBERSECURITY MARKET, BY OFFERING
    • INTRODUCTION
      • OFFERING: AI IN CYBERSECURITY MARKET DRIVERS
        • Table AI IN CYBERSECURITY MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET, BY OFFERING, 2023-2028 (USD MILLION)
    • HARDWARE
      • HARDWARE INNOVATIONS PIVOTAL IN FORTIFYING AI -POWERED CYBERSECURITY SOLUTIONS
        • Table AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table AI HARDWARE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI HARDWARE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • ACCELERATORS
        • Table AI ACCELERATORS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI ACCELERATORS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • PROCESSORS
        • Table AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table AI PROCESSORS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI PROCESSORS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI MPU IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI MPU IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI GPU IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI GPU IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI FPGA IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI FPGA IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI ASIC IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI ASIC IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI TPU IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI TPU IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table OTHER AI PROCESSORS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table OTHER AI PROCESSORS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • STORAGE
        • Table AI STORAGE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI STORAGE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • NETWORK
        • Table AI NETWORKS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI NETWORKS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
    • SOLUTIONS
      • RISE IN CYBERSECURITY FLEXIBILITY THROUGH STRATEGIC INTEGRATION OF AI SOLUTIONS
        • Table AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE
        • Table AI SOFTWARE IN CYBERSECURITY MARKET, 2019-2022 (USD MILLION)
        • Table AI SOFTWARE IN CYBERSECURITY MARKET, 2023-2028 (USD MILLION)
        • Table AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table STANDALONE AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table STANDALONE AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table INTEGRATED AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table INTEGRATED AI SOFTWARE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table AI PLATFORMS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI PLATFORMS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table APPLICATION PROGRAM INTERFACE (API) IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table APPLICATION PROGRAM INTERFACE (API) IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI MACHINE LEARNING FRAMEWORK IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI MACHINE LEARNING FRAMEWORK IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • AI IN CYBERSECURITY MARKET FOR SOLUTIONS, BY DEPLOYMENT MODE
        • Table AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
        • Table ON-PREMISE AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table ON-PREMISE AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table CLOUD-BASED AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table CLOUD-BASED AI SOLUTIONS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
    • SERVICES
      • Table AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
      • Table AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
      • Table AI SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table AI SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • PROFESSIONAL SERVICES
        • Table AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI CONSULTING SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI CONSULTING SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI DEPLOYMENT & INTEGRATION SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI DEPLOYMENT & INTEGRATION SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI SUPPORT & MAINTENANCE SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI SUPPORT & MAINTENANCE SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • MANAGED SERVICES
        • Table AI MANAGED SERVICES IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI MANAGED SERVICES IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
  • AI IN CYBERSECURITY MARKET, BY SECURITY TYPE
    • INTRODUCTION
      • SECURITY TYPE: AI IN CYBERSECURITY MARKET DRIVERS
        • Table AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023-2028 (USD MILLION)
    • INFRASTRUCTURE SECURITY
      • APPLICATION OF AI TO PROTECT DATA FROM NUMEROUS THREATS
        • Table AI IN CYBERSECURITY MARKET, BY INFRASTRUCTURE SECURITY, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET, BY INFRASTRUCTURE SECURITY, 2023-2028 (USD MILLION)
        • Table AI IN INFRASTRUCTURE SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN INFRASTRUCTURE SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • NETWORK SECURITY
        • Table AI IN NETWORK SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN NETWORK SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • ENDPOINT SECURITY
        • Table AI IN ENDPOINT SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN ENDPOINT SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • CLOUD SECURITY
        • Table AI IN CLOUD SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CLOUD SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • OTHER INFRASTRUCTURE SECURITY TYPES
        • Table AI IN OTHER INFRASTRUCTURE SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN OTHER INFRASTRUCTURE SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
    • DATA SECURITY
      • POTENTIAL FOR PRIVACY INFRINGEMENT WITH AI IDENTIFYING DATA PATTERNS, DELIVERING ACTIONABLE GUIDANCE, AND AUTONOMOUS THREAT MITIGATION
        • Table AI IN DATA SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN DATA SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
    • APPLICATION SECURITY
      • RELIANCE ON NETWORK SECURITY AND NEGLECTING APPLICATIONS TO CREATE SECURITY GAP, MAKING ORGANIZATIONS SUSCEPTIBLE TO ATTACKS
        • Table AI IN APPLICATION SECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN APPLICATION SECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
    • OTHER SECURITY TYPES
      • Table AI IN OTHER SECURITY TYPES MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table AI IN OTHER SECURITY TYPES MARKET, BY REGION, 2023-2028 (USD MILLION)
  • AI IN CYBERSECURITY MARKET, BY TECHNOLOGY
    • INTRODUCTION
      • TECHNOLOGY: AI IN CYBERSECURITY MARKET DRIVERS
        • Table AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
    • MACHINE LEARNING
      • MACHINE LEARNING TO HELP BUSINESSES DEAL WITH LARGE VOLUMES OF DATA
        • Table MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MACHINE LEARNING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table MACHINE LEARNING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • DEEP LEARNING
        • Table DEEP LEARNING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table DEEP LEARNING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • SUPERVISED LEARNING
        • Table SUPERVISED LEARNING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table SUPERVISED LEARNING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • UNSUPERVISED LEARNING
        • Table UNSUPERVISED LEARNING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table UNSUPERVISED LEARNING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • REINFORCEMENT LEARNING
        • Table REINFORCEMENT LEARNING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table REINFORCEMENT LEARNING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • NEURAL NETWORKS
        • Table NEURAL NETWORKS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table NEURAL NETWORKS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
    • NATURAL LANGUAGE PROCESSING
      • REAL-TIME TRANSLATION AND DEVELOPMENT OF SYSTEMS TO INTERACT THROUGH DIALOGUES
        • Table NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table TEXT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table TEXT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table CHATBOT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table CHATBOT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table SENTIMENT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table SENTIMENT ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table NATURAL LANGUAGE GENERATION (NLG) IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table NATURAL LANGUAGE GENERATION (NLG) IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table NAMED ENTITY RECOGNITION (NER) IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table NAMED ENTITY RECOGNITION (NER) IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table NATURAL LANGUAGE UNDERSTANDING (NLU) IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table NATURAL LANGUAGE UNDERSTANDING (NLU) IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
    • CONTEXT-AWARE COMPUTING
      • DEVELOPMENT OF SOPHISTICATED HARD AND SOFT SENSORS
        • Table CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AUTOMATED THREAT INTELLIGENCE IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AUTOMATED THREAT INTELLIGENCE IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI THREAT HUNTING IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI THREAT HUNTING IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
        • Table AI AUTOMATION & ORCHESTRATION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI AUTOMATION & ORCHESTRATION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
    • COMPUTER VISION
      • Table AI COMPUTER VISION IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
      • Table AI COMPUTER VISION IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
      • Table AI COMPUTER VISION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table AI COMPUTER VISION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • IMAGE RECOGNITION
        • Table AI IMAGE RECOGNITION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IMAGE RECOGNITION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • OBJECT DETECTION
        • Table AI OBJECT DETECTION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI OBJECT DETECTION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • ANOMALY DETECTION
        • Table ANOMALY DETECTION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table ANOMALY DETECTION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • VIDEO ANALYSIS
        • Table AI VIDEO ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table AI VIDEO ANALYSIS IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • FACIAL RECOGNITION
        • Table FACIAL RECOGNITION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table FACIAL RECOGNITION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
      • SECURITY SURVEILLANCE OPTIMIZATION
        • Table SECURITY SURVEILLANCE OPTIMIZATION IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
        • Table SECURITY SURVEILLANCE OPTIMIZATION IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
  • AI IN CYBERSECURITY MARKET, BY APPLICATION
    • INTRODUCTION
      • Table AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
      • Table AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
    • IDENTITY & ACCESS MANAGEMENT
      • INCREASE IN THREAT OF DATA BREACHES DUE TO INSIDER ATTACKS
        • Table AI IN CYBERSECURITY MARKET IN IDENTITY & ACCESS MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN IDENTITY & ACCESS MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN IDENTITY & ACCESS MANAGEMENT APPLICATIONS, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN IDENTITY & ACCESS MANAGEMENT APPLICATIONS, BY REGION, 2023-2028 (USD MILLION)
      • ACCESS POLICY ENFORCEMENT
      • USER PROVISIONING & DEPROVISIONING
      • SINGLE SIGN-ON (SSO)
      • IDENTITY GOVERNANCE & ADMINISTRATION (IGA)
      • MULTI-FACTOR AUTHENTICATION (MFA)
      • OTHER IDENTITY & ACCESS MANAGEMENT APPLICATIONS
    • RISK & COMPLIANCE MANAGEMENT
      • INCREASE IN NEED FOR INTERNAL AUDIT FEATURES AND REGULATORY COMPLIANCE MANDATES
        • Table AI IN CYBERSECURITY MARKET IN RISK & COMPLIANCE MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN RISK & COMPLIANCE MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN RISK & COMPLIANCE MANAGEMENT APPLICATIONS, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN RISK & COMPLIANCE MANAGEMENT APPLICATIONS, BY REGION, 2023-2028 (USD MILLION)
      • AUTOMATED COMPLIANCE AUDITING
      • AUDIT TRAIL GENERATION
      • REGULATORY COMPLIANCE REPORTING
      • THREAT MODELING
      • INCIDENT RESPONSE PLANNING
      • OTHER RISK & COMPLIANCE MANAGEMENT APPLICATIONS
    • DATA LOSS PREVENTION
      • STRICT IMPLEMENTATION OF GOVERNMENT REGULATIONS AND LAWS
        • Table AI IN CYBERSECURITY MARKET IN DATA LOSS PREVENTION APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN DATA LOSS PREVENTION APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN DATA LOSS PREVENTION APPLICATIONS, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN DATA LOSS PREVENTION APPLICATIONS, BY REGION, 2023-2028 (USD MILLION)
      • DATA ENCRYPTION & TOKENIZATION
      • CONTENT DISCOVERY & CLASSIFICATION
      • USER ACTIVITY MONITORING
      • INSIDER THREAT DETECTION
      • DATA LEAK DETECTION
      • OTHER DATA LOSS PREVENTION APPLICATIONS
    • UNIFIED THREAT MANAGEMENT
      • PROVISION OF MULTIPLE SECURITY FUNCTIONS TO PROTECT ENTERPRISES FROM EVOLVING CYBER THREATS
        • Table AI IN CYBERSECURITY MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN UNIFIED THREAT MANAGEMENT APPLICATIONS, BY REGION, 2023-2028 (USD MILLION)
      • NETWORK MONITORING & REPORTING
      • BANDWIDTH MANAGEMENT
      • GATEWAY ANTIVIRUS
      • BOT IDENTIFICATION
      • SPAM FILTERING
      • OTHER UNIFIED THREAT MANAGEMENT APPLICATIONS
    • SECURITY & VULNERABILITY MANAGEMENT
      • GROWTH IN VOLUME OF DATA AND RISE IN ADOPTION OF BYOD TREND
        • Table AI IN CYBERSECURITY MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS, BY REGION, 2023-2028 (USD MILLION)
      • PATCH MANAGEMENT
      • VULNERABILITY SCANNING & ASSESSMENT
      • SECURITY INFORMATION & EVENT MANAGEMENT (SIEM)
      • BREACH RISK PREDICTION
      • CONFIGURATION MANAGEMENT
      • OTHER SECURITY & VULNERABILITY MANAGEMENT APPLICATIONS
    • FRAUD DETECTION
      • NEED FOR ROBUST INFRASTRUCTURE WITH HIGH-PERFORMANCE COMPUTING AND SCALABILITY
        • Table AI IN CYBERSECURITY MARKET IN FRAUD DETECTION APPLICATIONS, BY SUBAPPLICATION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN FRAUD DETECTION APPLICATIONS, BY SUBAPPLICATION, 2023-2028 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN FRAUD DETECTION APPLICATIONS, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN FRAUD DETECTION APPLICATIONS, BY REGION, 2023-2028 (USD MILLION)
      • ENDPOINT DETECTION & RESPONSE (EDR)
      • PATTERN RECOGNITION
      • TRANSACTION MONITORING
      • GEOLOCATION ANALYSIS
      • PHISHING DETECTION
      • OTHER FRAUD DETECTION APPLICATIONS
    • INTRUSION DETECTION/PREVENTION SYSTEM
      • NEED TO MONITOR NETWORK ACROSS ENTERPRISES FOR SUSPICIOUS ACTIVITY
        • Table AI IN CYBERSECURITY MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, BY SUBAPPLICATION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, 2023-2028 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN INTRUSION DETECTION/PREVENTION SYSTEMS, BY REGION, 2023-2028 (USD MILLION)
      • 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
    • OTHER APPLICATIONS
      • Table AI IN CYBERSECURITY MARKET IN OTHER APPLICATIONS, BY REGION, 2019-2022 (USD MILLION)
      • Table AI IN CYBERSECURITY MARKET IN OTHER APPLICATIONS, BY REGION, 2023-2028 (USD MILLION)
  • AI IN CYBERSECURITY MARKET, BY VERTICAL
    • INTRODUCTION
      • VERTICAL: AI IN CYBERSECURITY MARKET DRIVERS
        • Table AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
    • BFSI
      • RISE IN INSTANCES OF CYBER-ATTACKS IN FINANCIAL VERTICAL
        • Table BFSI: USE CASES
        • Table AI IN CYBERSECURITY MARKET IN BFSI VERTICAL, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN BFSI VERTICAL, BY REGION, 2023-2028 (USD MILLION)
    • GOVERNMENT & DEFENSE
      • INCREASE IN SPENDING ON AI-BASED CYBERSECURITY SOLUTIONS
        • Table GOVERNMENT & PUBLIC SECTOR: USE CASES
        • Table AI IN CYBERSECURITY MARKET IN GOVERNMENT & PUBLIC SECTOR VERTICAL, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN GOVERNMENT & PUBLIC SECTOR VERTICAL, BY REGION, 2023-2028 (USD MILLION)
    • MANUFACTURING
      • HUGE INVESTMENTS IN INDUSTRY ON AUTOMATION
        • Table MANUFACTURING: USE CASES
        • Table AI IN CYBERSECURITY IN MANUFACTURING VERTICAL, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY IN MANUFACTURING VERTICAL, BY REGION, 2023-2028 (USD MILLION)
    • HEALTHCARE & LIFE SCIENCES
      • INCREASE IN NUMBER OF DATA BREACHES AND COMPROMISED ELECTRONIC HEALTHCARE RECORDS
        • Table HEALTHCARE & LIFE SCIENCES: USE CASES
        • Table AI IN CYBERSECURITY MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN HEALTHCARE & LIFE SCIENCES VERTICAL, BY REGION, 2023-2028 (USD MILLION)
    • RETAIL & ECOMMERCE
      • HARNESSING AI FOR ENHANCED THREAT PROTECTION AND COMPLIANCE MANAGEMENT
        • Table RETAIL & ECOMMERCE: USE CASES
        • Table AI IN CYBERSECURITY MARKET IN RETAIL & ECOMMERCE VERTICAL, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN RETAIL & ECOMMERCE VERTICAL, BY REGION, 2023-2028 (USD MILLION)
    • TELECOMMUNICATIONS
      • LARGE NUMBER OF MONETARY TRANSACTIONS AND EXPANDING CONSUMER BASE
        • Table TELECOMMUNICATIONS: USE CASES
        • Table AI IN CYBERSECURITY MARKET IN TELECOMMUNICATIONS VERTICAL, BY REGION, 2019- 2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN TELECOMMUNICATIONS VERTICAL, BY REGION, 2023-2028 (USD MILLION)
    • IT/ITES
      • NEED TO IMPLEMENT AI-POWERED CYBERSECURITY SOLUTIONS TO ENHANCE SECURITY POSTURE
        • Table IT/ITES: USE CASES
        • Table AI IN CYBERSECURITY MARKET IN IT/ITES VERTICAL, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN IT/ITES VERTICAL, BY REGION, 2023-2028 (USD MILLION)
    • MEDIA & ENTERTAINMENT
      • RISE IN ENTERTAINMENT SECURITY TO UTILIZE AI FOR CHALLENGING CYBER DEFENSES
        • Table MEDIA & ENTERTAINMENT: USE CASES
        • Table AI IN CYBERSECURITY MARKET IN MEDIA & ENTERTAINMENT VERTICAL, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN MEDIA & ENTERTAINMENT VERTICAL, BY REGION, 2023-2028 (USD MILLION)
    • AUTOMOTIVE
      • INCREASE IN CYBERATTACKS DUE TO RISE IN NUMBER OF CONNECTED AND AUTONOMOUS CARS
        • Table AUTOMOTIVE: USE CASES
        • Table AI IN CYBERSECURITY MARKET IN AUTOMOTIVE VERTICAL, BY REGION, 2019-2022 (USD MILLION)
        • Table AI IN CYBERSECURITY MARKET IN AUTOMOTIVE VERTICAL, BY REGION, 2023-2028 (USD MILLION)
    • OTHER VERTICALS
      • Table OTHER VERTICALS: AI IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table OTHER VERTICALS: AI IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
  • AI IN CYBERSECURITY MARKET, BY REGION
    • INTRODUCTION
      • Table AI IN CYBERSECURITY MARKET, BY REGION, 2019-2022 (USD MILLION)
      • Table AI IN CYBERSECURITY MARKET, BY REGION, 2023-2028 (USD MILLION)
    • NORTH AMERICA
      • NORTH AMERICA: AI IN CYBERSECURITY MARKET DRIVERS
      • NORTH AMERICA: IMPACT OF RECESSION
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table NORTH AMERICA: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • US
      • CANADA
    • EUROPE
      • EUROPE: AI IN CYBERSECURITY MARKET DRIVERS
      • EUROPE: IMPACT OF RECESSION
        • Table EUROPE: AI IN CYBERSECURITY MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table EUROPE: AI IN CYBERSECURITY MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table EUROPE: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table EUROPE: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION)
        • Table EUROPE: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table EUROPE: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table EUROPE: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table EUROPE: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table EUROPE: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table EUROPE: AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table EUROPE: AI IN CYBER SECURITY MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table EUROPE: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table EUROPE: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • UK
      • GERMANY
      • FRANCE
      • ITALY
      • SPAIN
      • NETHERLANDS
      • REST OF EUROPE
    • ASIA PACIFIC
      • ASIA PACIFIC: AI IN CYBERSECURITY MARKET DRIVERS
      • ASIA PACIFIC: IMPACT OF RECESSION
        • Table ASIA PACIFIC: AI IN CYBERSECURITY MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI IN CYBERSECURITY MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI IN CYBER SECURITY MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table ASIA PACIFIC: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table ASIA PACIFIC: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • CHINA
      • JAPAN
      • INDIA
      • SOUTH KOREA
      • AUSTRALIA & NEW ZEALAND
      • SINGAPORE
      • REST OF ASIA PACIFIC
    • MIDDLE EAST & AFRICA
      • MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET DRIVERS
      • MIDDLE EAST & AFRICA: RECESSION IMPACT
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table MIDDLE EAST & AFRICA: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • KSA
      • UAE
      • SOUTH AFRICA
      • TURKEY
      • REST OF THE MIDDLE EAST & AFRICA
    • LATIN AMERICA
      • LATIN AMERICA: AI IN CYBERSECURITY MARKET DRIVERS
      • LATIN AMERICA: RECESSION IMPACT
        • Table LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY OFFERING, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY OFFERING, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI HARDWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI PROCESSORS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI SOFTWARE IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI PLATFORMS IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI SOLUTIONS IN CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI PROFESSIONAL SERVICES IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY SECURITY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI IN INFRASTRUCTURE SECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY TECHNOLOGY, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: MACHINE LEARNING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: NATURAL LANGUAGE PROCESSING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: CONTEXT-AWARE COMPUTING IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI COMPUTER VISION IN CYBERSECURITY MARKET, BY TYPE, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY VERTICAL, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI IN CYBER SECURITY MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
        • Table LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
        • Table LATIN AMERICA: AI IN CYBERSECURITY MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
      • BRAZIL
      • MEXICO
      • ARGENTINA
      • REST OF LATIN AMERICA
  • COMPETITIVE LANDSCAPE
    • OVERVIEW
    • KEY PLAYER STRATEGIES
      • Table OVERVIEW OF STRATEGIES ADOPTED BY KEY AI IN CYBERSECURITY VENDORS
    • REVENUE ANALYSIS
      • HISTORICAL REVENUE ANALYSIS
    • MARKET SHARE ANALYSIS
      • Table AI IN CYBERSECURITY MARKET: DEGREE OF COMPETITION
    • BRAND/PRODUCT COMPARATIVE ANALYSIS
    • KEY COMPANY EVALUATION MATRIX
      • STARS
      • EMERGING LEADERS
      • PERVASIVE PLAYERS
      • PARTICIPANTS
      • COMPANY FOOTPRINT FOR KEY PLAYERS
        • Table OVERALL KEY COMPANY FOOTPRINT (23 COMPANIES)
        • Table PRODUCT FOOTPRINT (23 COMPANIES)
        • Table VERTICAL FOOTPRINT (23 COMPANIES)
        • Table REGION FOOTPRINT (23 COMPANIES)
    • STARTUP/SME EVALUATION MATRIX
      • PROGRESSIVE COMPANIES
      • DYNAMIC COMPANIES
      • STARTING BLOCKS
      • STARTUP/SME COMPETITIVE BENCHMARKING
        • Table AI IN CYBERSECURITY MARKET: DETAILED LIST OF KEY STARTUPS/SMES
        • Table AI IN CYBERSECURITY MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES PLAYERS, 2022
    • VALUATION AND FINANCIAL METRICS OF KEY AI IN CYBERSECURITY VENDORS
    • COMPETITIVE SCENARIO AND TRENDS
      • PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table AI IN CYBERSECURITY MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2022-DECEMBER 2023
      • DEALS
        • Table AI IN CYBERSECURITY MARKET: DEALS, JANUARY 2022-DECEMBER 2023
  • COMPANY PROFILES
    • INTRODUCTION
    • KEY PLAYERS
      • NVIDIA
        • Table NVIDIA: BUSINESS OVERVIEW
        • Table NVIDIA: SOLUTIONS/SERVICES/PRODUCTS OFFERED
        • Table NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table NVIDIA: DEALS
      • INTEL
        • Table INTEL: BUSINESS OVERVIEW
        • Table INTEL: SOLUTIONS/SERVICES/PRODUCTS OFFERED
        • Table INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table INTEL: DEALS
      • AMD
        • Table AMD: BUSINESS OVERVIEW
        • Table AMD: SOLUTIONS/SERVICES/PRODUCTS OFFERED
        • Table AMD: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table AMD: DEALS
      • SAMSUNG ELECTRONICS CO., LTD
        • Table SAMSUNG ELECTRONICS CO., LTD: BUSINESS OVERVIEW
        • Table SAMSUNG ELECTRONICS CO., LTD: SOLUTIONS/SERVICES/PRODUCTS OFFERED
        • Table SAMSUNG ELECTRONICS CO., LTD: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table SAMSUNG ELECTRONICS CO., LTD: DEALS
      • MICRON TECHNOLOGY
        • Table MICRON TECHNOLOGY: BUSINESS OVERVIEW
        • Table MICRON TECHNOLOGY: SOLUTIONS/SERVICES/PRODUCTS OFFERED
        • Table MICRON TECHNOLOGY: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table MICRON TECHNOLOGY: DEALS
      • IBM
        • Table IBM: BUSINESS OVERVIEW
        • Table IBM: SOLUTIONS/SERVICES/PRODUCTS OFFERED
        • Table IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table IBM: DEALS
      • AWS
        • Table AWS: BUSINESS OVERVIEW
        • Table AWS: SOLUTIONS/SERVICES/PRODUCTS OFFERED
        • Table AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table AWS: DEALS
      • MICROSOFT CORPORATION
        • Table MICROSOFT CORPORATION: BUSINESS OVERVIEW
        • Table MICROSOFT CORPORATION: SOLUTIONS/SERVICES/PRODUCTS OFFERED
        • Table MICROSOFT CORPORATION: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table MICROSOFT CORPORATION: DEALS
        • Table MICROSOFT CORPORATION: OTHERS
      • PALO ALTO NETWORKS
        • Table PALO ALTO NETWORKS: BUSINESS OVERVIEW
        • Table PALO ALTO NETWORKS: SOLUTIONS/SERVICES/PRODUCTS OFFERED
        • Table PALO ALTO NETWORKS: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table PALO ALTO NETWORKS: DEALS
      • CROWDSTRIKE
        • Table CROWDSTRIKE: BUSINESS OVERVIEW
        • Table CROWDSTRIKE: SOLUTIONS/SERVICES/PRODUCTS OFFERED
        • Table CROWDSTRIKE: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table CROWDSTRIKE: DEALS
        • Table CROWDSTRIKE: OTHERS
      • GEN DIGITAL
        • Table GEN DIGITAL: BUSINESS OVERVIEW
        • Table GEN DIGITAL: SOLUTIONS/SERVICES/PRODUCTS OFFERED
        • Table GEN DIGITAL: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table GEN DIGITAL: DEALS
      • TRELLIX
        • Table TRELLIX: BUSINESS OVERVIEW
        • Table TRELLIX: PRODUCTS/SOLUTIONS/SERVICES OFFERED
        • Table TRELLIX: PRODUCT LAUNCHES AND ENHANCEMENTS
        • Table TRELLIX: DEALS
    • OTHER PLAYERS
      • CYLANCE
      • 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
    • ANTIVIRUS COMPANIES
      • KASPERSKY LAB
      • BITDEFENDER
      • ESET
  • ADJACENT AND RELATED MARKETS
    • INTRODUCTION
    • CYBERSECURITY MARKET
      • MARKET DEFINITION
      • MARKET OVERVIEW
      • CYBERSECURITY MARKET, BY COMPONENT
        • Table CYBERSECURITY MARKET, BY COMPONENT, 2016-2021 (USD MILLION)
        • Table CYBERSECURITY MARKET, BY COMPONENT, 2022-2027 (USD MILLION)
      • CYBERSECURITY MARKET, BY SOFTWARE
        • Table CYBERSECURITY MARKET, BY SOFTWARE, 2016-2021 (USD MILLION)
        • Table CYBERSECURITY MARKET, BY SOFTWARE, 2022-2027 (USD MILLION)
      • CYBERSECURITY MARKET, BY SERVICE
        • Table CYBERSECURITY MARKET, BY SERVICE, 2016-2021 (USD MILLION)
        • Table CYBERSECURITY MARKET, BY SERVICE, 2022-2027 (USD MILLION)
        • Table SERVICES MARKET, BY PROFESSIONAL SERVICE, 2016-2021 (USD MILLION)
        • Table SERVICES MARKET, BY PROFESSIONAL SERVICE, 2022-2027 (USD MILLION)
      • CYBERSECURITY MARKET, BY SECURITY TYPE
        • Table CYBERSECURITY MARKET, BY SECURITY TYPE, 2016-2021 (USD MILLION)
        • Table CYBERSECURITY MARKET, BY SECURITY TYPE, 2022-2027 (USD MILLION)
      • CYBERSECURITY MARKET, BY DEPLOYMENT MODE
        • Table CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2016-2021 (USD MILLION)
        • Table CYBERSECURITY MARKET, BY DEPLOYMENT MODE, 2022-2027 (USD MILLION)
      • CYBERSECURITY MARKET, BY ORGANIZATION SIZE
        • Table CYBERSECURITY MARKET, BY ORGANIZATION SIZE, 2016-2021 (USD MILLION)
        • Table CYBERSECURITY MARKET, BY ORGANIZATION SIZE, 2022-2027 (USD MILLION)
      • CYBERSECURITY MARKET, BY VERTICAL
        • Table CYBERSECURITY MARKET, BY VERTICAL, 2016-2021 (USD MILLION)
        • Table CYBERSECURITY MARKET, BY VERTICAL, 2022-2027 (USD MILLION)
      • CYBERSECURITY MARKET, BY REGION
        • Table CYBERSECURITY MARKET, BY REGION, 2016-2021 (USD MILLION)
        • Table CYBERSECURITY MARKET, BY REGION, 2022-2027 (USD MILLION)
    • ARTIFICIAL INTELLIGENCE MARKET
      • MARKET DEFINITION
      • MARKET OVERVIEW
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2017-2022 (USD MILLION, Y-O-Y GROWTH)
        • Table ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2023-2030 (USD BILLION, Y-O-Y GROWTH)
      • ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2023-2030 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY HARDWARE, 2023-2030 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROCESSOR, 2023-2030 (USD MILLION)
        • Table PREDICTIVE ANALYTICS MARKET, BY SERVICE, 2015-2020 (USD MILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2017-2022 (USD MILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY TYPE, 2023-2030 (USD MILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT, 2017-2022 (USD MILLION)
        • Table SOFTWARE: ARTIFICIAL INTELLIGENCE MARKET, BY DEPLOYMENT, 2023-2030 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2023-2030 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY PROFESSIONAL SERVICE, 2023-2030 (USD MILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2023-2030 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2023-2030 (USD MILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2023-2030 (USD MILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY VERTICAL, 2023-2030 (USD MILLION)
      • ARTIFICIAL INTELLIGENCE MARKET, BY REGION
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2023-2030 (USD MILLION)
    • IDENTITY AND ACCESS MANAGEMENT (IAM) MARKET
      • MARKET DEFINITION
      • MARKET OVERVIEW
      • IDENTITY AND ACCESS MANAGEMENT MARKET, BY TYPE
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY TYPE, 2017-2022 (USD MILLION)
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY TYPE, 2023-2028 (USD MILLION)
      • IDENTITY AND ACCESS MANAGEMENT MARKET, BY OFFERING
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY OFFERING, 2017-2022 (USD MILLION)
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY OFFERING, 2023-2028 (USD MILLION)
      • IDENTITY AND ACCESS MANAGEMENT MARKET, BY SOLUTION
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY SOLUTION, 2017-2022 (USD MILLION)
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY SOLUTION, 2023-2028 (USD MILLION)
      • IDENTITY AND ACCESS MANAGEMENT MARKET, BY SERVICE
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY SERVICE, 2017-2022 (USD MILLION)
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY SERVICE, 2023-2028 (USD MILLION)
      • IDENTITY AND ACCESS MANAGEMENT MARKET, BY DEPLOYMENT MODE
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2017-2022 (USD MILLION)
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
      • IDENTITY AND ACCESS MANAGEMENT MARKET, BY VERTICAL
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY VERTICAL, 2017-2022 (USD MILLION)
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY VERTICAL, 2023-2028 (USD MILLION)
      • IDENTITY AND ACCESS MANAGEMENT MARKET, BY REGION
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY REGION, 2017-2022 (USD MILLION)
        • Table IDENTITY AND ACCESS MANAGEMENT MARKET, BY REGION, 2023-2028 (USD MILLION)
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • CUSTOMIZATION OPTIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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