AI 기반 데이터 보안 시장 : 규모, 점유율, 동향 분석 보고서 - 조직 규모별, 구성 요소별, 기술별, 배포 유형별, 보안 유형별, 최종 사용자별, 지역별, 전망 및 예측(2024-2031년)

The Global AI Based Data Security Market size is expected to reach $11.3 billion by 2031, rising at a market growth of 34.7% CAGR during the forecast period.

As the retail and e-commerce sector expands, robust AI-driven security measures become paramount to protect consumer trust and ensure the seamless operation of digital commerce platforms. AI-based security solutions safeguard customer information, secure payment data, and prevent fraudulent activities. Consequently, in 2023, the retail & e-commerce segment held 15% revenue share in the market. The exponential expansion of digital payment systems and online purchasing has resulted in heightened risks of data breaches and cyberattacks for retailers. These solutions enable retailers to monitor real-time transactions, detect anomalies, and promptly respond to potential threats.

The major strategies followed by the market participants are Product Launches as the key developmental strategy to keep pace with the changing demands of end users. For instance, In September, 2024, Oracle Corporation unveiled Oracle Intelligent Data Lake, a key feature of its Data Intelligence Platform. It will facilitate unified data management, integrating diverse data sources with advanced analytics and AI, enhancing decision-making while ensuring robust governance and security for organizations. Additionally, in October, 2024, Fortinet, Inc. unveiled FortiDLP, an advanced data loss prevention, and insider risk management solution. This AI-driven, cloud-native platform, integrated into Fortinet Security Fabric, consolidates data protection needs and enhances the company's DLP capabilities.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation is the forerunner in the AI Based Data Security Market. In March, 2024, Microsoft Corporation unveiled the availability of Microsoft Copilot. This generative AI solution helps security professionals enhance efficiency and accuracy, processing over 78 trillion security signals daily. With support for eight languages, it enables faster response times and deeper insights, marking a significant advancement in security operations. Companies such as Cisco Systems, Inc., Oracle Corporation, and IBM Corporation are some of the key innovators in AI Based Data Security Market.

Market Growth Factors

Integrating AI into cloud security strategies also provides valuable insights into optimizing data security measures for diverse infrastructures. It ensures that cloud environments are protected, and data flows and transactions remain secure across hybrid or multi-cloud environments. As cloud adoption continues to rise, so does the opportunity for AI to play a pivotal role in securing complex data systems, which is essential for organizations aiming to maintain business continuity and meet data protection standards. In conclusion, the growing shift to cloud-based systems and big data analytics is a major driver for adopting AI-based data security solutions to safeguard vulnerable environments.

As the digital landscape evolves, businesses increasingly turn to AI for its capacity to handle large-scale, complex threats in real time. This automation level helps bridge the gap between the time threats are detected and the time it takes to respond, reducing vulnerabilities significantly. The growing emphasis on fast, automated responses to cyber threats is accelerating the demand for AI-based data security solutions. Hence, the need for real-time threat detection and automated responses to security incidents is a primary driver behind the adoption of AI in data security.

Market Restraining Factors

The rapid pace of technological advancements in AI means that businesses must continually invest in upgrades to stay ahead of evolving threats. As AI technologies mature, it may become increasingly difficult for companies to keep up with the latest innovations without additional costs. Therefore, the high implementation and maintenance costs represent a significant barrier to adopting AI-based security solutions, particularly in organizations.

Component Outlook

Based on component, the market is divided into software, hardware, and services. In 2023, the software segment garnered 48% revenue share in the AI based data security market. This significant share can be attributed to the increasing adoption of AI-driven software solutions designed to detect, prevent, and respond to cybersecurity threats in real time. These solutions are favored for their ability to analyze vast amounts of data, identify patterns indicative of security breaches, and provide automated responses to mitigate risks.

Technology Outlook

On the basis of technology, the market is segmented into machine learning (ML), natural language processing (NLP), and context-aware computing. In 2023, the natural language processing (NLP) segment attained 23% revenue share in the security market. NLP technologies are crucial for analyzing and understanding human language, enabling the detection of phishing attempts, fraudulent communications, and other text-based threats. NLP's security application includes email filtering, sentiment analysis, and automated monitoring of textual data across various communication channels.

Security Type Outlook

Based on security type, the market is categorized into network security, endpoint security, application security, database security, cloud security, and others. The endpoint security segment witnessed 23% revenue share in the market in 2023. The rise in remote work and the proliferation of connected devices have heightened the need for advanced endpoint protection. AI-driven endpoint security solutions offer enhanced detection of malware, zero-day exploits, and other threats by analyzing vast amounts of endpoint data and identifying suspicious activities, thus ensuring comprehensive protection for devices such as laptops, smartphones, and IoT devices.

Deployment Type Outlook

By deployment type, the market is divided into cloud-based and on-premises. In 2023, the cloud-based segment registered 54% revenue share in the market. The increasing adoption of cloud services by businesses of all sizes has driven the demand for robust cloud-based security solutions. These solutions leverage AI to provide scalable, flexible, and efficient protection against cyber threats. The benefits of real-time threat detection, automated responses, and continuous monitoring make cloud-based AI data security attractive for organizations seeking to secure their cloud environments.

Organization Size Outlook

Based on organization size, the market is divided into large enterprises and small and medium enterprises (SMEs). In 2023, the small and medium enterprises (SMEs) segment procured 37% revenue share in the AI based data security market. SMEs increasingly recognize the importance of data security as they become targets for cyberattacks. AI-based security solutions provide cost-effective, scalable options tailored to smaller organizations' unique needs.

End-user Industry Outlook

By end-user industry, the market is segmented into BFSI, healthcare, retail & e-commerce, IT & telecom, government & defense, energy & utilities, and others. In 2023, the BFSI segment acquired 28% revenue share in the market. This significant share is attributed to the BFSI sector's critical need for robust data security solutions to protect sensitive financial information and ensure regulatory compliance. The increasing sophistication of cyber threats targeting financial institutions has driven the demand for advanced AI-based security measures.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America region witnessed 38% revenue share in the market in 2023. The dominance of North America can be attributed to the early adoption of advanced technologies, a high concentration of leading AI and cybersecurity companies, and significant investments in R&D. The region's strong regulatory environment, which mandates stringent data protection measures, also drives the demand for AI-based data security solutions.

Recent Strategies Deployed in the Market

• Oct-2024: Palo Alto Networks, Inc. teamed up with Deloitte to enhance access to AI-powered cybersecurity solutions for clients. This collaboration aims to streamline cybersecurity through platformization, addressing complex challenges and improving security outcomes by integrating advanced technologies and industry insights for enhanced operational efficiency.
• Oct-2024: Fortinet, Inc. unveiled Lacework FortiCNAPP, integrating its cloud-native application protection platform with the Fortinet Security Fabric. This solution enhances visibility and automates threat remediation, providing organizations with insights into emerging threats. Consolidating security tools, streamlines cloud security and improves the detection of cloud-native vulnerabilities through AI-driven analysis.
• Sep-2024: CrowdStrike Holdings, Inc. unveiled AI Security Posture Management (AI-SPM) and made Data Security Posture Management (DSPM) generally available, enhancing Falcon Cloud Security. These innovations provide comprehensive protection across cloud infrastructure and applications. Additionally, updates to Falcon Identity Protection enhance security against cross-domain attacks, addressing rising threats to cloud environments and AI services.
• Aug-2024: Fortinet, Inc. announced the acquisition of Next DLP, a data security firm to enhance its data loss prevention offerings. The integration will include Next DLP's cloud-native. This acquisition will bolster their ability to manage insider risks and protect enterprises across various deployments.
• Jun-2024: Trend Micro announced a partnership with Nvidia, an American software company, to provide cybersecurity tools safeguarding private AI clouds, emphasizing data privacy, real-time analysis, and swift threat response.

List of Key Companies Profiled

• IBM Corporation
• Microsoft Corporation
• Cisco Systems, Inc.
• Oracle Corporation
• Palo Alto Networks, Inc.
• CrowdStrike Holdings, Inc.
• McAfee Corp.
• Trend Micro, Inc.
• Fortinet, Inc.
• Check Point Software Technologies Ltd.

Global AI Based Data Security Market Report Segmentation

By Organization Size

• Large Enterprises
• Small and Medium Enterprises (SMEs)

By Component

• Software
• Hardware
• Services

By Technology

• Machine Learning (ML)
• Natural Language Processing (NLP)
• Context-Aware Computing

By Deployment Type

• Cloud-Based
• On-Premises

By Security Type

• Network Security
• Endpoint Security
• Application Security
• Database Security
• Cloud Security & Others

By End-User Industry

• BFSI
• Healthcare
• Retail & E-commerce
• IT & Telecom
• Government & Defense
• Energy & Utilities
• Other End-User Industry

By Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

Table of Contents

Chapter 1. Market Scope & Methodology

• 1.1 Market Definition
• 1.2 Objectives
• 1.3 Market Scope
• 1.4 Segmentation
  • 1.4.1 Global AI Based Data Security Market, by Organization Size
  • 1.4.2 Global AI Based Data Security Market, by Component
  • 1.4.3 Global AI Based Data Security Market, by Technology
  • 1.4.4 Global AI Based Data Security Market, by Deployment Type
  • 1.4.5 Global AI Based Data Security Market, by Security Type
  • 1.4.6 Global AI Based Data Security Market, by End-User Industry
  • 1.4.7 Global AI Based Data Security Market, by Geography
• 1.5 Methodology for the research

Chapter 2. Market at a Glance

• 2.1 Key Highlights

Chapter 3. Market Overview

• 3.1 Introduction
  • 3.1.1 Overview
    • 3.1.1.1 Market Composition and Scenario
• 3.2 Key Factors Impacting the Market
  • 3.2.1 Market Drivers
  • 3.2.2 Market Restraints
  • 3.2.3 Market Opportunities
  • 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

• 4.1 KBV Cardinal Matrix
• 4.2 Recent Industry Wide Strategic Developments
  • 4.2.1 Partnerships, Collaborations and Agreements
  • 4.2.2 Product Launches and Product Expansions
  • 4.2.3 Acquisition and Mergers
  • 4.2.4 Geographical Expansion
• 4.3 Market Share Analysis, 2023
• 4.4 Top Winning Strategies
  • 4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
  • 4.4.2 Key Strategic Move: (Product Launches and Product Expansions: 2022, Sep - 2024, Oct) Leading Players
• 4.5 Porter Five Forces Analysis

Chapter 5. Global AI Based Data Security Market by Organization Size

• 5.1 Global Large Enterprises Market by Region
• 5.2 Global Small and Medium Enterprises (SMEs) Market by Region

Chapter 6. Global AI Based Data Security Market by Component

• 6.1 Global Software Market by Region
• 6.2 Global Hardware Market by Region
• 6.3 Global Services Market by Region

Chapter 7. Global AI Based Data Security Market by Technology

• 7.1 Global Machine Learning (ML) Market by Region
• 7.2 Global Natural Language Processing (NLP) Market by Region
• 7.3 Global Context-Aware Computing Market by Region

Chapter 8. Global AI Based Data Security Market by Deployment Type

• 8.1 Global Cloud-Based Market by Region
• 8.2 Global On-Premises Market by Region

Chapter 9. Global AI Based Data Security Market by Security Type

• 9.1 Global Network Security Market by Region
• 9.2 Global Endpoint Security Market by Region
• 9.3 Global Application Security Market by Region
• 9.4 Global Database Security Market by Region
• 9.5 Global Cloud Security & Others Market by Region

Chapter 10. Global AI Based Data Security Market by End-User Industry

• 10.1 Global BFSI Market by Region
• 10.2 Global Healthcare Market by Region
• 10.3 Global Retail & E-commerce Market by Region
• 10.4 Global IT & Telecom Market by Region
• 10.5 Global Government & Defense Market by Region
• 10.6 Global Energy & Utilities Market by Region
• 10.7 Global Other End-User Industry Market by Region

Chapter 11. Global AI Based Data Security Market by Region

• 11.1 North America AI Based Data Security Market
  • 11.1.1 North America AI Based Data Security Market by Organization Size
    • 11.1.1.1 North America Large Enterprises Market by Region
    • 11.1.1.2 North America Small and Medium Enterprises (SMEs) Market by Region
  • 11.1.2 North America AI Based Data Security Market by Component
    • 11.1.2.1 North America Software Market by Country
    • 11.1.2.2 North America Hardware Market by Country
    • 11.1.2.3 North America Services Market by Country
  • 11.1.3 North America AI Based Data Security Market by Technology
    • 11.1.3.1 North America Machine Learning (ML) Market by Country
    • 11.1.3.2 North America Natural Language Processing (NLP) Market by Country
    • 11.1.3.3 North America Context-Aware Computing Market by Country
  • 11.1.4 North America AI Based Data Security Market by Deployment Type
    • 11.1.4.1 North America Cloud-Based Market by Country
    • 11.1.4.2 North America On-Premises Market by Country
  • 11.1.5 North America AI Based Data Security Market by Security Type
    • 11.1.5.1 North America Network Security Market by Country
    • 11.1.5.2 North America Endpoint Security Market by Country
    • 11.1.5.3 North America Application Security Market by Country
    • 11.1.5.4 North America Database Security Market by Country
    • 11.1.5.5 North America Cloud Security & Others Market by Country
  • 11.1.6 North America AI Based Data Security Market by End-User Industry
    • 11.1.6.1 North America BFSI Market by Country
    • 11.1.6.2 North America Healthcare Market by Country
    • 11.1.6.3 North America Retail & E-commerce Market by Country
    • 11.1.6.4 North America IT & Telecom Market by Country
    • 11.1.6.5 North America Government & Defense Market by Country
    • 11.1.6.6 North America Energy & Utilities Market by Country
    • 11.1.6.7 North America Other End-User Industry Market by Country
  • 11.1.7 North America AI Based Data Security Market by Country
    • 11.1.7.1 US AI Based Data Security Market
      • 11.1.7.1.1 US AI Based Data Security Market by Organization Size
      • 11.1.7.1.2 US AI Based Data Security Market by Component
      • 11.1.7.1.3 US AI Based Data Security Market by Technology
      • 11.1.7.1.4 US AI Based Data Security Market by Deployment Type
      • 11.1.7.1.5 US AI Based Data Security Market by Security Type
      • 11.1.7.1.6 US AI Based Data Security Market by End-User Industry
    • 11.1.7.2 Canada AI Based Data Security Market
      • 11.1.7.2.1 Canada AI Based Data Security Market by Organization Size
      • 11.1.7.2.2 Canada AI Based Data Security Market by Component
      • 11.1.7.2.3 Canada AI Based Data Security Market by Technology
      • 11.1.7.2.4 Canada AI Based Data Security Market by Deployment Type
      • 11.1.7.2.5 Canada AI Based Data Security Market by Security Type
      • 11.1.7.2.6 Canada AI Based Data Security Market by End-User Industry
    • 11.1.7.3 Mexico AI Based Data Security Market
      • 11.1.7.3.1 Mexico AI Based Data Security Market by Organization Size
      • 11.1.7.3.2 Mexico AI Based Data Security Market by Component
      • 11.1.7.3.3 Mexico AI Based Data Security Market by Technology
      • 11.1.7.3.4 Mexico AI Based Data Security Market by Deployment Type
      • 11.1.7.3.5 Mexico AI Based Data Security Market by Security Type
      • 11.1.7.3.6 Mexico AI Based Data Security Market by End-User Industry
    • 11.1.7.4 Rest of North America AI Based Data Security Market
      • 11.1.7.4.1 Rest of North America AI Based Data Security Market by Organization Size
      • 11.1.7.4.2 Rest of North America AI Based Data Security Market by Component
      • 11.1.7.4.3 Rest of North America AI Based Data Security Market by Technology
      • 11.1.7.4.4 Rest of North America AI Based Data Security Market by Deployment Type
      • 11.1.7.4.5 Rest of North America AI Based Data Security Market by Security Type
      • 11.1.7.4.6 Rest of North America AI Based Data Security Market by End-User Industry
• 11.2 Europe AI Based Data Security Market
  • 11.2.1 Europe AI Based Data Security Market by Organization Size
    • 11.2.1.1 Europe Large Enterprises Market by Country
    • 11.2.1.2 Europe Small and Medium Enterprises (SMEs) Market by Country
  • 11.2.2 Europe AI Based Data Security Market by Component
    • 11.2.2.1 Europe Software Market by Country
    • 11.2.2.2 Europe Hardware Market by Country
    • 11.2.2.3 Europe Services Market by Country
  • 11.2.3 Europe AI Based Data Security Market by Technology
    • 11.2.3.1 Europe Machine Learning (ML) Market by Country
    • 11.2.3.2 Europe Natural Language Processing (NLP) Market by Country
    • 11.2.3.3 Europe Context-Aware Computing Market by Country
  • 11.2.4 Europe AI Based Data Security Market by Deployment Type
    • 11.2.4.1 Europe Cloud-Based Market by Country
    • 11.2.4.2 Europe On-Premises Market by Country
  • 11.2.5 Europe AI Based Data Security Market by Security Type
    • 11.2.5.1 Europe Network Security Market by Country
    • 11.2.5.2 Europe Endpoint Security Market by Country
    • 11.2.5.3 Europe Application Security Market by Country
    • 11.2.5.4 Europe Database Security Market by Country
    • 11.2.5.5 Europe Cloud Security & Others Market by Country
  • 11.2.6 Europe AI Based Data Security Market by End-User Industry
    • 11.2.6.1 Europe BFSI Market by Country
    • 11.2.6.2 Europe Healthcare Market by Country
    • 11.2.6.3 Europe Retail & E-commerce Market by Country
    • 11.2.6.4 Europe IT & Telecom Market by Country
    • 11.2.6.5 Europe Government & Defense Market by Country
    • 11.2.6.6 Europe Energy & Utilities Market by Country
    • 11.2.6.7 Europe Other End-User Industry Market by Country
  • 11.2.7 Europe AI Based Data Security Market by Country
    • 11.2.7.1 Germany AI Based Data Security Market
      • 11.2.7.1.1 Germany AI Based Data Security Market by Organization Size
      • 11.2.7.1.2 Germany AI Based Data Security Market by Component
      • 11.2.7.1.3 Germany AI Based Data Security Market by Technology
      • 11.2.7.1.4 Germany AI Based Data Security Market by Deployment Type
      • 11.2.7.1.5 Germany AI Based Data Security Market by Security Type
      • 11.2.7.1.6 Germany AI Based Data Security Market by End-User Industry
    • 11.2.7.2 UK AI Based Data Security Market
      • 11.2.7.2.1 UK AI Based Data Security Market by Organization Size
      • 11.2.7.2.2 UK AI Based Data Security Market by Component
      • 11.2.7.2.3 UK AI Based Data Security Market by Technology
      • 11.2.7.2.4 UK AI Based Data Security Market by Deployment Type
      • 11.2.7.2.5 UK AI Based Data Security Market by Security Type
      • 11.2.7.2.6 UK AI Based Data Security Market by End-User Industry
    • 11.2.7.3 France AI Based Data Security Market
      • 11.2.7.3.1 France AI Based Data Security Market by Organization Size
      • 11.2.7.3.2 France AI Based Data Security Market by Component
      • 11.2.7.3.3 France AI Based Data Security Market by Technology
      • 11.2.7.3.4 France AI Based Data Security Market by Deployment Type
      • 11.2.7.3.5 France AI Based Data Security Market by Security Type
      • 11.2.7.3.6 France AI Based Data Security Market by End-User Industry
    • 11.2.7.4 Russia AI Based Data Security Market
      • 11.2.7.4.1 Russia AI Based Data Security Market by Organization Size
      • 11.2.7.4.2 Russia AI Based Data Security Market by Component
      • 11.2.7.4.3 Russia AI Based Data Security Market by Technology
      • 11.2.7.4.4 Russia AI Based Data Security Market by Deployment Type
      • 11.2.7.4.5 Russia AI Based Data Security Market by Security Type
      • 11.2.7.4.6 Russia AI Based Data Security Market by End-User Industry
    • 11.2.7.5 Spain AI Based Data Security Market
      • 11.2.7.5.1 Spain AI Based Data Security Market by Organization Size
      • 11.2.7.5.2 Spain AI Based Data Security Market by Component
      • 11.2.7.5.3 Spain AI Based Data Security Market by Technology
      • 11.2.7.5.4 Spain AI Based Data Security Market by Deployment Type
      • 11.2.7.5.5 Spain AI Based Data Security Market by Security Type
      • 11.2.7.5.6 Spain AI Based Data Security Market by End-User Industry
    • 11.2.7.6 Italy AI Based Data Security Market
      • 11.2.7.6.1 Italy AI Based Data Security Market by Organization Size
      • 11.2.7.6.2 Italy AI Based Data Security Market by Component
      • 11.2.7.6.3 Italy AI Based Data Security Market by Technology
      • 11.2.7.6.4 Italy AI Based Data Security Market by Deployment Type
      • 11.2.7.6.5 Italy AI Based Data Security Market by Security Type
      • 11.2.7.6.6 Italy AI Based Data Security Market by End-User Industry
    • 11.2.7.7 Rest of Europe AI Based Data Security Market
      • 11.2.7.7.1 Rest of Europe AI Based Data Security Market by Organization Size
      • 11.2.7.7.2 Rest of Europe AI Based Data Security Market by Component
      • 11.2.7.7.3 Rest of Europe AI Based Data Security Market by Technology
      • 11.2.7.7.4 Rest of Europe AI Based Data Security Market by Deployment Type
      • 11.2.7.7.5 Rest of Europe AI Based Data Security Market by Security Type
      • 11.2.7.7.6 Rest of Europe AI Based Data Security Market by End-User Industry
• 11.3 Asia Pacific AI Based Data Security Market
  • 11.3.1 Asia Pacific AI Based Data Security Market by Organization Size
    • 11.3.1.1 Asia Pacific Large Enterprises Market by Country
    • 11.3.1.2 Asia Pacific Small and Medium Enterprises (SMEs) Market by Country
  • 11.3.2 Asia Pacific AI Based Data Security Market by Component
    • 11.3.2.1 Asia Pacific Software Market by Country
    • 11.3.2.2 Asia Pacific Hardware Market by Country
    • 11.3.2.3 Asia Pacific Services Market by Country
  • 11.3.3 Asia Pacific AI Based Data Security Market by Technology
    • 11.3.3.1 Asia Pacific Machine Learning (ML) Market by Country
    • 11.3.3.2 Asia Pacific Natural Language Processing (NLP) Market by Country
    • 11.3.3.3 Asia Pacific Context-Aware Computing Market by Country
  • 11.3.4 Asia Pacific AI Based Data Security Market by Deployment Type
    • 11.3.4.1 Asia Pacific Cloud-Based Market by Country
    • 11.3.4.2 Asia Pacific On-Premises Market by Country
  • 11.3.5 Asia Pacific AI Based Data Security Market by Security Type
    • 11.3.5.1 Asia Pacific Network Security Market by Country
    • 11.3.5.2 Asia Pacific Endpoint Security Market by Country
    • 11.3.5.3 Asia Pacific Application Security Market by Country
    • 11.3.5.4 Asia Pacific Database Security Market by Country
    • 11.3.5.5 Asia Pacific Cloud Security & Others Market by Country
  • 11.3.6 Asia Pacific AI Based Data Security Market by End-User Industry
    • 11.3.6.1 Asia Pacific BFSI Market by Country
    • 11.3.6.2 Asia Pacific Healthcare Market by Country
    • 11.3.6.3 Asia Pacific Retail & E-commerce Market by Country
    • 11.3.6.4 Asia Pacific IT & Telecom Market by Country
    • 11.3.6.5 Asia Pacific Government & Defense Market by Country
    • 11.3.6.6 Asia Pacific Energy & Utilities Market by Country
    • 11.3.6.7 Asia Pacific Other End-User Industry Market by Country
  • 11.3.7 Asia Pacific AI Based Data Security Market by Country
    • 11.3.7.1 China AI Based Data Security Market
      • 11.3.7.1.1 China AI Based Data Security Market by Organization Size
      • 11.3.7.1.2 China AI Based Data Security Market by Component
      • 11.3.7.1.3 China AI Based Data Security Market by Technology
      • 11.3.7.1.4 China AI Based Data Security Market by Deployment Type
      • 11.3.7.1.5 China AI Based Data Security Market by Security Type
      • 11.3.7.1.6 China AI Based Data Security Market by End-User Industry
    • 11.3.7.2 Japan AI Based Data Security Market
      • 11.3.7.2.1 Japan AI Based Data Security Market by Organization Size
      • 11.3.7.2.2 Japan AI Based Data Security Market by Component
      • 11.3.7.2.3 Japan AI Based Data Security Market by Technology
      • 11.3.7.2.4 Japan AI Based Data Security Market by Deployment Type
      • 11.3.7.2.5 Japan AI Based Data Security Market by Security Type
      • 11.3.7.2.6 Japan AI Based Data Security Market by End-User Industry
    • 11.3.7.3 India AI Based Data Security Market
      • 11.3.7.3.1 India AI Based Data Security Market by Organization Size
      • 11.3.7.3.2 India AI Based Data Security Market by Component
      • 11.3.7.3.3 India AI Based Data Security Market by Technology
      • 11.3.7.3.4 India AI Based Data Security Market by Deployment Type
      • 11.3.7.3.5 India AI Based Data Security Market by Security Type
      • 11.3.7.3.6 India AI Based Data Security Market by End-User Industry
    • 11.3.7.4 South Korea AI Based Data Security Market
      • 11.3.7.4.1 South Korea AI Based Data Security Market by Organization Size
      • 11.3.7.4.2 South Korea AI Based Data Security Market by Component
      • 11.3.7.4.3 South Korea AI Based Data Security Market by Technology
      • 11.3.7.4.4 South Korea AI Based Data Security Market by Deployment Type
      • 11.3.7.4.5 South Korea AI Based Data Security Market by Security Type
      • 11.3.7.4.6 South Korea AI Based Data Security Market by End-User Industry
    • 11.3.7.5 Singapore AI Based Data Security Market
      • 11.3.7.5.1 Singapore AI Based Data Security Market by Organization Size
      • 11.3.7.5.2 Singapore AI Based Data Security Market by Component
      • 11.3.7.5.3 Singapore AI Based Data Security Market by Technology
      • 11.3.7.5.4 Singapore AI Based Data Security Market by Deployment Type
      • 11.3.7.5.5 Singapore AI Based Data Security Market by Security Type
      • 11.3.7.5.6 Singapore AI Based Data Security Market by End-User Industry
    • 11.3.7.6 Malaysia AI Based Data Security Market
      • 11.3.7.6.1 Malaysia AI Based Data Security Market by Organization Size
      • 11.3.7.6.2 Malaysia AI Based Data Security Market by Component
      • 11.3.7.6.3 Malaysia AI Based Data Security Market by Technology
      • 11.3.7.6.4 Malaysia AI Based Data Security Market by Deployment Type
      • 11.3.7.6.5 Malaysia AI Based Data Security Market by Security Type
      • 11.3.7.6.6 Malaysia AI Based Data Security Market by End-User Industry
    • 11.3.7.7 Rest of Asia Pacific AI Based Data Security Market
      • 11.3.7.7.1 Rest of Asia Pacific AI Based Data Security Market by Organization Size
      • 11.3.7.7.2 Rest of Asia Pacific AI Based Data Security Market by Component
      • 11.3.7.7.3 Rest of Asia Pacific AI Based Data Security Market by Technology
      • 11.3.7.7.4 Rest of Asia Pacific AI Based Data Security Market by Deployment Type
      • 11.3.7.7.5 Rest of Asia Pacific AI Based Data Security Market by Security Type
      • 11.3.7.7.6 Rest of Asia Pacific AI Based Data Security Market by End-User Industry
• 11.4 LAMEA AI Based Data Security Market
  • 11.4.1 LAMEA AI Based Data Security Market by Organization Size
    • 11.4.1.1 LAMEA Large Enterprises Market by Country
    • 11.4.1.2 LAMEA Small and Medium Enterprises (SMEs) Market by Country
  • 11.4.2 LAMEA AI Based Data Security Market by Component
    • 11.4.2.1 LAMEA Software Market by Country
    • 11.4.2.2 LAMEA Hardware Market by Country
    • 11.4.2.3 LAMEA Services Market by Country
  • 11.4.3 LAMEA AI Based Data Security Market by Technology
    • 11.4.3.1 LAMEA Machine Learning (ML) Market by Country
    • 11.4.3.2 LAMEA Natural Language Processing (NLP) Market by Country
    • 11.4.3.3 LAMEA Context-Aware Computing Market by Country
  • 11.4.4 LAMEA AI Based Data Security Market by Deployment Type
    • 11.4.4.1 LAMEA Cloud-Based Market by Country
    • 11.4.4.2 LAMEA On-Premises Market by Country
  • 11.4.5 LAMEA AI Based Data Security Market by Security Type
    • 11.4.5.1 LAMEA Network Security Market by Country
    • 11.4.5.2 LAMEA Endpoint Security Market by Country
    • 11.4.5.3 LAMEA Application Security Market by Country
    • 11.4.5.4 LAMEA Database Security Market by Country
    • 11.4.5.5 LAMEA Cloud Security & Others Market by Country
  • 11.4.6 LAMEA AI Based Data Security Market by End-User Industry
    • 11.4.6.1 LAMEA BFSI Market by Country
    • 11.4.6.2 LAMEA Healthcare Market by Country
    • 11.4.6.3 LAMEA Retail & E-commerce Market by Country
    • 11.4.6.4 LAMEA IT & Telecom Market by Country
    • 11.4.6.5 LAMEA Government & Defense Market by Country
    • 11.4.6.6 LAMEA Energy & Utilities Market by Country
    • 11.4.6.7 LAMEA Other End-User Industry Market by Country
  • 11.4.7 LAMEA AI Based Data Security Market by Country
    • 11.4.7.1 Brazil AI Based Data Security Market
      • 11.4.7.1.1 Brazil AI Based Data Security Market by Organization Size
      • 11.4.7.1.2 Brazil AI Based Data Security Market by Component
      • 11.4.7.1.3 Brazil AI Based Data Security Market by Technology
      • 11.4.7.1.4 Brazil AI Based Data Security Market by Deployment Type
      • 11.4.7.1.5 Brazil AI Based Data Security Market by Security Type
      • 11.4.7.1.6 Brazil AI Based Data Security Market by End-User Industry
    • 11.4.7.2 Argentina AI Based Data Security Market
      • 11.4.7.2.1 Argentina AI Based Data Security Market by Organization Size
      • 11.4.7.2.2 Argentina AI Based Data Security Market by Component
      • 11.4.7.2.3 Argentina AI Based Data Security Market by Technology
      • 11.4.7.2.4 Argentina AI Based Data Security Market by Deployment Type
      • 11.4.7.2.5 Argentina AI Based Data Security Market by Security Type
      • 11.4.7.2.6 Argentina AI Based Data Security Market by End-User Industry
    • 11.4.7.3 UAE AI Based Data Security Market
      • 11.4.7.3.1 UAE AI Based Data Security Market by Organization Size
      • 11.4.7.3.2 UAE AI Based Data Security Market by Component
      • 11.4.7.3.3 UAE AI Based Data Security Market by Technology
      • 11.4.7.3.4 UAE AI Based Data Security Market by Deployment Type
      • 11.4.7.3.5 UAE AI Based Data Security Market by Security Type
      • 11.4.7.3.6 UAE AI Based Data Security Market by End-User Industry
    • 11.4.7.4 Saudi Arabia AI Based Data Security Market
      • 11.4.7.4.1 Saudi Arabia AI Based Data Security Market by Organization Size
      • 11.4.7.4.2 Saudi Arabia AI Based Data Security Market by Component
      • 11.4.7.4.3 Saudi Arabia AI Based Data Security Market by Technology
      • 11.4.7.4.4 Saudi Arabia AI Based Data Security Market by Deployment Type
      • 11.4.7.4.5 Saudi Arabia AI Based Data Security Market by Security Type
      • 11.4.7.4.6 Saudi Arabia AI Based Data Security Market by End-User Industry
    • 11.4.7.5 South Africa AI Based Data Security Market
      • 11.4.7.5.1 South Africa AI Based Data Security Market by Organization Size
      • 11.4.7.5.2 South Africa AI Based Data Security Market by Component
      • 11.4.7.5.3 South Africa AI Based Data Security Market by Technology
      • 11.4.7.5.4 South Africa AI Based Data Security Market by Deployment Type
      • 11.4.7.5.5 South Africa AI Based Data Security Market by Security Type
      • 11.4.7.5.6 South Africa AI Based Data Security Market by End-User Industry
    • 11.4.7.6 Nigeria AI Based Data Security Market
      • 11.4.7.6.1 Nigeria AI Based Data Security Market by Organization Size
      • 11.4.7.6.2 Nigeria AI Based Data Security Market by Component
      • 11.4.7.6.3 Nigeria AI Based Data Security Market by Technology
      • 11.4.7.6.4 Nigeria AI Based Data Security Market by Deployment Type
      • 11.4.7.6.5 Nigeria AI Based Data Security Market by Security Type
      • 11.4.7.6.6 Nigeria AI Based Data Security Market by End-User Industry
    • 11.4.7.7 Rest of LAMEA AI Based Data Security Market
      • 11.4.7.7.1 Rest of LAMEA AI Based Data Security Market by Organization Size
      • 11.4.7.7.2 Rest of LAMEA AI Based Data Security Market by Component
      • 11.4.7.7.3 Rest of LAMEA AI Based Data Security Market by Technology
      • 11.4.7.7.4 Rest of LAMEA AI Based Data Security Market by Deployment Type
      • 11.4.7.7.5 Rest of LAMEA AI Based Data Security Market by Security Type
      • 11.4.7.7.6 Rest of LAMEA AI Based Data Security Market by End-User Industry

Chapter 12. Company Profiles

• 12.1 IBM Corporation
  • 12.1.1 Company Overview
  • 12.1.2 Financial Analysis
  • 12.1.3 Regional & Segmental Analysis
  • 12.1.4 Research & Development Expenses
  • 12.1.5 Recent strategies and developments:
    • 12.1.5.1 Partnerships, Collaborations, and Agreements:
    • 12.1.5.2 Product Launches and Product Expansions:
    • 12.1.5.3 Acquisition and Mergers:
  • 12.1.6 SWOT Analysis
• 12.2 Microsoft Corporation
  • 12.2.1 Company Overview
  • 12.2.2 Financial Analysis
  • 12.2.3 Segmental and Regional Analysis
  • 12.2.4 Research & Development Expenses
  • 12.2.5 Recent strategies and developments:
    • 12.2.5.1 Product Launches and Product Expansions:
    • 12.2.5.2 Acquisition and Mergers:
  • 12.2.6 SWOT Analysis
• 12.3 Cisco Systems, Inc.
  • 12.3.1 Company Overview
  • 12.3.2 Financial Analysis
  • 12.3.3 Regional Analysis
  • 12.3.4 Research & Development Expense
  • 12.3.5 Recent strategies and developments:
    • 12.3.5.1 Partnerships, Collaborations, and Agreements:
    • 12.3.5.2 Product Launches and Product Expansions:
    • 12.3.5.3 Acquisition and Mergers:
  • 12.3.6 SWOT Analysis
• 12.4 Oracle Corporation
  • 12.4.1 Company Overview
  • 12.4.2 Financial Analysis
  • 12.4.3 Segmental and Regional Analysis
  • 12.4.4 Research & Development Expense
  • 12.4.5 Recent strategies and developments:
    • 12.4.5.1 Partnerships, Collaborations, and Agreements:
    • 12.4.5.2 Product Launches and Product Expansions:
  • 12.4.6 SWOT Analysis
• 12.5 Palo Alto Networks, Inc.
  • 12.5.1 Company Overview
  • 12.5.2 Financial Analysis
  • 12.5.3 Regional Analysis
  • 12.5.4 Research & Development Expense
  • 12.5.5 Recent strategies and developments:
    • 12.5.5.1 Partnerships, Collaborations, and Agreements:
    • 12.5.5.2 Product Launches and Product Expansions:
  • 12.5.6 SWOT Analysis
• 12.6 Crowdstrike Holdings, Inc.
  • 12.6.1 Company Overview
  • 12.6.2 Financial Analysis
  • 12.6.3 Regional Analysis
  • 12.6.4 Research & Development Expenses
  • 12.6.5 Recent strategies and developments:
    • 12.6.5.1 Partnerships, Collaborations, and Agreements:
    • 12.6.5.2 Product Launches and Product Expansions:
    • 12.6.5.3 Acquisition and Mergers:
  • 12.6.6 SWOT Analysis
• 12.7 McAfee Corp.
  • 12.7.1 Company Overview
  • 12.7.2 Recent strategies and developments:
    • 12.7.2.1 Product Launches and Product Expansions:
    • 12.7.2.2 Acquisition and Mergers:
  • 12.7.3 SWOT Analysis
• 12.8 Trend Micro, Inc.
  • 12.8.1 Company Overview
  • 12.8.2 Financial Analysis
  • 12.8.3 Segmental Analysis
  • 12.8.4 Recent strategies and developments:
    • 12.8.4.1 Partnerships, Collaborations, and Agreements:
    • 12.8.4.2 Acquisition and Mergers:
    • 12.8.4.3 Geographical Expansions:
  • 12.8.5 SWOT Analysis
• 12.9 Fortinet, Inc.
  • 12.9.1 Company Overview
  • 12.9.2 Financial Analysis
  • 12.9.3 Regional Analysis
  • 12.9.4 Research & Development Expenses
  • 12.9.5 Recent strategies and developments:
    • 12.9.5.1 Product Launches and Product Expansions:
    • 12.9.5.2 Acquisition and Mergers:
  • 12.9.6 SWOT Analysis
• 12.10. Check Point Software Technologies Ltd.
  • 12.10.1 Company Overview
  • 12.10.2 Financial Analysis
  • 12.10.3 Regional Analysis
  • 12.10.4 Research & Development Expenses
  • 12.10.5 Recent strategies and developments:
    • 12.10.5.1 Partnerships, Collaborations, and Agreements:
    • 12.10.5.2 Product Launches and Product Expansions:
    • 12.10.5.3 Acquisition and Mergers:
  • 12.10.6 SWOT Analysis

Chapter 13. Winning Imperatives for AI Based Data Security Market