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市场调查报告书
商品编码
1744975

全球人工智慧资料安全市场

Artificial Intelligence-based Data Security
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 218 Pages | 商品交期: 最快1-2个工作天内

价格

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简介目录

到2030年，全球基于人工智慧的资料安全市场规模将达到86亿美元

全球基于人工智慧的资料安全市场规模预计在2024年为16亿美元，预计到2030年将达到86亿美元，2024年至2030年的复合年增长率为32.5%。机器学习技术是本报告分析的细分领域之一，预计其复合年增长率将达到34.1%，到分析期结束时规模将达到51亿美元。自然语言处理技术领域在分析期间的复合年增长率预计将达到28.9%。

美国市场规模估计为 4.205 亿美元，中国市场预计复合年增长率为 30.7%

美国基于人工智慧的资料安全市场规模预计在2024年达到4.205亿美元。预计到2030年，作为世界第二大经济体的中国市场规模将达到13亿美元，在2024-2030年的分析期间内，复合年增长率为30.7%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率分别为29.9%和27.9%。在欧洲，预计德国市场的复合年增长率约为22.4%。

全球人工智慧资料安全市场—主要趋势与驱动因素摘要

为什么人工智慧会成为数位时代主动、可扩展和智慧资料安全的关键推动因素？

人工智慧 (AI) 正在重塑资料安全，它能够在分散式数位环境中实现预测性威胁检测、自适应风险缓解和即时异常响应。面对日益严峻的挑战，例如高级网路攻击、不断扩张的云端基础设施以及资料量的指数级增长，基于 AI 的安全解决方案正在实现从被动防御到主动防御的模式转移。这些系统持续监控、学习并适应不断变化的威胁情势，提供远超越传统基于规则的工具的韧性和扩充性。

人工智慧资料安全平台利用机器学习 (ML) 分析网路流量、使用者行为、存取模式和檔案活动，以识别可能预示内部威胁、恶意软体入侵和资料外洩的异常情况。透过学习系统和使用者的正常行为，人工智慧工具可以即时标记细微的偏差，通常比人类分析师检测到的更早。这种能力在混合云和多重云端环境中尤其重要，因为这些环境中边界不稳定，传统的端点保护措施难以发挥作用。

除了威胁侦测之外，人工智慧还在推动事件回应、威胁分类和修復优先排序的自动化。自然语言处理 (NLP) 用于分析威胁情报来源、安全日誌和暗网聊天，以增强人类安全团队的情境察觉。人工智慧系统可以自主控制受感染帐户、隔离可疑文件，并在风险等级升高时启动多因素身份验证挑战。这种动态响应能力对于限制资料外洩的影响并确保金融、医疗保健和关键基础设施等资料密集型行业的合规性至关重要。

行为分析、威胁情报和自主安全编配如何提高保护？

人工智慧驱动的行为分析是现代资料安全的基石。这些工具能够建立正常使用者和装置活动的基准，然后应用持续监控和基于机器学习的评分来标记异常情况。无论是侦测到员工在一天中不寻常的时间存取文件，还是资料传输量突然激增，人工智慧分析都能提供早期预警讯号，避免基于签名的安全解决方案的盲点。它在识别进阶持续性威胁 (APT)、零时差攻击和内部漏洞方面尤其有效。

人工智慧在即时获取和解读全球威胁情报方面也发挥关键作用。演算法能够整合大量资料集——从网路钓鱼指标到 IP 黑名单，再到漏洞揭露——并将其与本地网路状况关联起来。这种内部和外部情报的整合增强了情境察觉，支援自动威胁优先排序，并提供风险缓解建议。人工智慧模型会随着时间的推移而不断演进，变得更加精准，并且更贴合组织的风险状况和营运需求。

自主安全编配与回应 (SOAR) 系统越来越多地整合人工智慧 (AI)，以减少解决安全事件所需的时间和人工投入。这些平台能够自动分类警报、分配严重级别，并在极少人工干预的情况下执行策略。基于人工智慧 (AI) 的 SOAR 解决方案可以模拟攻击者行为、预测横向移动并建议最佳补救措施。随着威胁向量的动态变化和安全人才的稀缺，人工智慧增强人类能力并降低迴应延迟的能力正成为核心价值提案。

哪些垂直产业和全球市场正在推动基于人工智慧的资料安全平台的采用？

由于资料资产的高度敏感性和合规性要求，金融服务、医疗保健和政府机构等监管严格的行业正在以最快的速度采用基于人工智慧的资料安全技术。在业务，人工智慧被用于监控非法贸易、保护客户凭证和执行身分验证通讯协定。在医疗保健领域，人工智慧系统保护电子健康记录(EHR)，确保符合健康保险流通与责任法 (HIPAA)，并监控资料存取日誌以防止诈欺。包括公共产业和国防在内的关键基础设施营运商正在利用人工智慧保护操作技术(OT) 和工业控制系统 (ICS) 免受网路威胁。

拥有混合IT环境和全球分散式团队的大型企业正在部署基于AI的安全平台，以保护远端端点、云端工作负载和边缘设备。电商平台数位原生企业正在使用AI来保护消费者资料、防止帐户被盗用，并监控API流量以防止恶意滥用。中小企业也正在透过託管安全服务进入AI安全领域，这些服务以较低的营运成本提供基于AI的威胁监控和漏洞检测。

从地区来看，北美在基于人工智慧的资料安全应用方面处于领先地位，这得益于其成熟的网路安全生态系统、法律规范和企业数位化。欧洲紧随其后，重点关注资料隐私、人工智慧伦理和《一般资料保护规范》(GDPR) 合规性。随着各行各业数位转型加速以及各国政府加大对国家网路安全韧性的投资，亚太地区，尤其是日本、韩国、印度和澳大利亚，正在经历快速成长。拉丁美洲和中东地区透过公私合作的网路安全倡议、数位银行业务的成长以及企业云端应用的增加，正在实现日益广泛的应用。

合规性要求、可解释性和资料在地化如何影响您的 AI 安全性策略？

遵守不断发展的资料保护条例是推动人工智慧在资料安全领域应用的关键驱动力。 GDPR、CCPA、HIPAA 等框架以及业界标准都要求持续监控、审核和事件报告等功能，而这些功能与人工智慧的优势高度契合。能够提供自动合规性检查、即时警报和审核线索产生的人工智慧解决方案越来越受到寻求扩充性且可执行的资料治理的首席资讯管治(CISO) 的青睐。

人工智慧决策的可解释性正日益成为优先事项，尤其是在高风险的安全环境中。企业机构要求人工智慧模型如何侦测威胁、分类异常并启动回应，并保持透明性。为了应对这种情况，供应商正在整合可解释人工智慧 (XAI) 功能，以帮助安全分析师理解和检验人工智慧主导的结果。这可以提升信任度，促进事件调查，并在正当程序和取证至关重要的领域支持监管课责。

资料在地化和主权要求正在影响人工智慧安全工具的部署方式，尤其是在那些要求个人资料或敏感资料必须保留在其境内的司法管辖区。供应商正在开发特定地区的模型，并提供符合当地法律的本地部署或主权云端部署。人工智慧系统也越来越多地使用匿名或合成资料集进行训练，以在不损害隐私的情况下保持效能。这些趋势正在塑造供应商的选择标准和部署模型，尤其是在严格监管的跨境环境中。

哪些因素推动了基于人工智慧的资料安全市场的成长？

受现代网路威胁规模和复杂性、分散式IT架构以及资料保管者日益加重的监管负担的推动，基于人工智慧的资料安全市场正在迅速扩张。人工智慧将速度、规模、适应性和智慧完美结合，使其成为保护动态、大量、关键任务资料环境的理想选择。

主要成长动力包括混合工作模式的兴起、云端运算采用率的提升、网路安全领域的人才短缺、企业对零信任架构的要求等。人工智慧能够减少误报、加快补救速度并实现预测性防御，帮助组织在优化保全行动的同时领先攻击者一步。

展望未来，人工智慧在资料安全领域的成功将取决于解决方案能否有效地与IT和安全堆迭集成，如何满足隐私要求，以及如何随着攻击者的技术不断发展。随着数位生态系统的互联程度日益加深，威胁面不断扩大，基于人工智慧的资料安全能否成为自主、有韧性且合规的网路防御的基础？

部分

技术（机器学习、自然语言处理、情境感知运算）、部署（云端基础、本地）、安全类型（网路安全、端点安全、应用程式安全、资料库安全、其他安全类型）、最终用户（BFSI、医疗保健、零售和电子商务、IT 和通讯、政府和国防、能源和公共产业、其他最终用户）

受访公司范例（44家值得关注的公司）

  • Ambient.ai
  • Check Point Software Technologies
  • Concentric AI
  • CrowdStrike
  • Cybereason
  • Darktrace
  • Deep Instinct
  • Fortinet
  • HiddenLayer
  • IBM Corporation
  • ImmuniWeb
  • Lakera
  • Microsoft Corporation
  • Obsidian Security
  • Orca Security
  • Palo Alto Networks
  • Protect AI
  • Radiant Security
  • Securiti
  • SentinelOne

关税影响係数

全球产业分析师根据公司总部所在地、製造地、进出口（成品和原始设备OEM）预测公司竞争地位的变化。这种复杂且多方面的市场动态预计将以多种方式影响竞争对手，包括人为提高销货成本、盈利下降、供应链重组以及其他微观和宏观市场动态。

全球产业分析师密切关注来自全球顶尖首席经济学家（14,949位）、智库（62家）以及贸易和产业协会（171家）的专家的意见，以评估其对生态系统的影响并应对新的市场现实。我们追踪了来自每个主要国家的专家和经济学家对关税及其对本国影响的看法。

全球产业分析师预计，这场动盪将在未来2-3个月内逐渐平息，新的世界秩序将更加清晰地建立。全球产业分析师正在即时追踪这些事态发展。

2025年4月：谈判阶段

在4月的报告中，我们将探讨关税对全球整体市场的影响，并提供区域市场调整。我们的预测是基于历史数据和不断变化的市场影响因素。

2025年7月：最终关税调整

在各国宣布最终重置后，客户将在 7 月收到免费更新，最终更新将包含明确的关税影响分析。

相互和双边贸易及关税影响分析：

美国<>中国<>墨西哥<>加拿大<>欧盟<>日本<>印度<>其他176个国家

领先的产业经济学家：全球产业分析师知识库追踪了 14,949 位经济学家，其中包括来自民族国家、智库、贸易和产业协会、大型企业以及各领域专家的最具影响力的首席经济学家，他们共用了这场前所未有的全球经济状况模式转移的影响。我们超过 16,491 份报告大多遵循基于里程碑的两阶段发布计划。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 竞赛

简介目录
Product Code: MCP34635

Global Artificial Intelligence-based Data Security Market to Reach US$8.6 Billion by 2030

The global market for Artificial Intelligence-based Data Security estimated at US$1.6 Billion in the year 2024, is expected to reach US$8.6 Billion by 2030, growing at a CAGR of 32.5% over the analysis period 2024-2030. Machine Learning Technology, one of the segments analyzed in the report, is expected to record a 34.1% CAGR and reach US$5.1 Billion by the end of the analysis period. Growth in the Natural Language Processing Technology segment is estimated at 28.9% CAGR over the analysis period.

The U.S. Market is Estimated at US$420.5 Million While China is Forecast to Grow at 30.7% CAGR

The Artificial Intelligence-based Data Security market in the U.S. is estimated at US$420.5 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$1.3 Billion by the year 2030 trailing a CAGR of 30.7% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 29.9% and 27.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 22.4% CAGR.

Global Artificial Intelligence-Based Data Security Market - Key Trends & Drivers Summarized

Why Is AI Emerging as a Critical Enabler of Proactive, Scalable, and Intelligent Data Security in the Digital Age?

Artificial Intelligence (AI) is reshaping data security by enabling predictive threat detection, adaptive risk mitigation, and real-time anomaly response across distributed digital environments. As organizations face mounting challenges from sophisticated cyberattacks, expanding cloud infrastructures, and an explosion in data volume, AI-based security solutions offer a paradigm shift from reactive protection to proactive defense. These systems continuously monitor, learn from, and adapt to evolving threat landscapes-delivering resilience and scalability far beyond traditional rule-based tools.

AI-powered data security platforms use machine learning (ML) to analyze network traffic, user behavior, access patterns, and file activity to identify anomalies that may indicate insider threats, malware intrusions, or data exfiltration attempts. By learning the normal behavior of systems and users, AI tools can flag subtle deviations in real time, often before human analysts could detect them. These capabilities are especially vital in hybrid and multi-cloud environments where perimeters are fluid and traditional endpoint protection is insufficient.

In addition to threat detection, AI is driving automation in incident response, threat classification, and remediation prioritization. Natural language processing (NLP) is being used to analyze threat intelligence feeds, security logs, and dark web chatter-augmenting human security teams with contextual awareness. AI systems can autonomously contain compromised accounts, quarantine suspicious files, or trigger multifactor authentication challenges when risk levels escalate. This dynamic response capability is essential to limiting breach impact and ensuring compliance in data-intensive sectors such as finance, healthcare, and critical infrastructure.

How Are Behavioral Analytics, Threat Intelligence, and Autonomous Security Orchestration Enhancing Protection Capabilities?

Behavioral analytics powered by AI is a cornerstone of modern data security. These tools establish a baseline for normal user and device activity, then apply continuous monitoring and ML-based scoring to flag anomalies. Whether detecting an employee accessing files at unusual hours or a spike in data transfer volume, AI analytics provide early warning signals that bypass the blind spots of signature-based security solutions. This is particularly effective in identifying advanced persistent threats (APTs), zero-day attacks, and insider misuse.

AI also plays a vital role in ingesting and interpreting global threat intelligence in real time. Algorithms synthesize vast datasets-ranging from phishing indicators to IP blacklists and vulnerability disclosures-and correlate them with local network conditions. This fusion of external and internal intelligence enhances situational awareness, supports automated threat prioritization, and provides recommendations for risk mitigation. Over time, AI models evolve to become more accurate and contextually aligned with the organization’s risk profile and operational requirements.

Autonomous security orchestration and response (SOAR) systems are increasingly integrating AI to reduce the time and manual effort involved in resolving security incidents. These platforms automate alert triage, assign severity levels, and execute playbooks with minimal human intervention. AI-powered SOAR solutions can simulate attacker behavior, predict lateral movement, and recommend optimized remediation steps. As threat vectors become more dynamic and security talent remains in short supply, AI’s ability to augment human capacity and reduce response latency is becoming a core value proposition.

Which Industry Verticals and Global Markets Are Driving Adoption of AI-Based Data Security Platforms?

Highly regulated sectors such as financial services, healthcare, and government are among the fastest adopters of AI-based data security due to the sensitivity and compliance requirements of their data assets. In banking, AI is used to monitor fraudulent transactions, secure customer credentials, and enforce identity verification protocols. In healthcare, AI systems protect electronic health records (EHRs), ensure HIPAA compliance, and monitor data access logs for unauthorized activity. Critical infrastructure operators, including utilities and defense, are leveraging AI to secure operational technology (OT) and industrial control systems (ICS) from cyber threats.

Large enterprises with hybrid IT environments and globally distributed teams are deploying AI-based security platforms to secure remote endpoints, cloud workloads, and edge devices. E-commerce platforms and digital-native businesses use AI to safeguard consumer data, prevent account takeovers, and monitor API traffic for malicious exploitation. SMEs are also entering the AI security space through managed security services that offer AI-enhanced threat monitoring and breach detection at lower operational costs.

Regionally, North America leads in AI-based data security adoption, driven by mature cybersecurity ecosystems, regulatory frameworks, and enterprise digitization. Europe follows closely, with a strong emphasis on data privacy, AI ethics, and GDPR compliance. Asia-Pacific is experiencing rapid growth, particularly in Japan, South Korea, India, and Australia, as digital transformation accelerates across industries and governments invest in national cybersecurity resilience. In Latin America and the Middle East, adoption is expanding through public-private cybersecurity initiatives, digital banking growth, and rising enterprise cloud usage.

How Are Compliance Mandates, Explainability, and Data Localization Influencing AI Security Strategy?

Compliance with evolving data protection regulations is a key driver of AI adoption in data security. Frameworks such as GDPR, CCPA, HIPAA, and sector-specific standards require continuous monitoring, auditability, and incident reporting-capabilities well-aligned with AI’s strengths. AI solutions that offer automated compliance checks, real-time alerting, and audit trail generation are increasingly favored by CISOs seeking scalable, enforceable data governance.

Explainability in AI decision-making is becoming a priority, particularly in high-stakes security environments. Organizations are demanding transparency in how AI models detect threats, classify anomalies, and trigger responses. Vendors are responding by embedding explainable AI (XAI) features, enabling security analysts to understand and validate AI-driven outcomes. This enhances trust, facilitates incident investigation, and supports regulatory accountability in sectors where due process and forensics are essential.

Data localization and sovereignty requirements are influencing how AI security tools are deployed, especially in jurisdictions mandating that personal or sensitive data remain within national borders. Vendors are developing region-specific models and offering on-premise or sovereign cloud deployments to comply with local laws. AI systems are also being trained on anonymized or synthetic datasets to maintain performance without compromising privacy. These trends are shaping vendor selection criteria and deployment models, particularly in cross-border and highly regulated environments.

What Are the Factors Driving Growth in the AI-Based Data Security Market?

The AI-based data security market is expanding rapidly, fueled by the scale and sophistication of modern cyber threats, the decentralization of IT architectures, and the growing regulatory burden on data custodians. AI offers a compelling combination of speed, scale, adaptability, and intelligence-making it uniquely suited to secure dynamic, high-volume, and mission-critical data environments.

Key growth drivers include the rise of hybrid work, increasing cloud adoption, talent shortages in cybersecurity, and enterprise mandates for zero-trust architectures. AI’s ability to reduce false positives, accelerate remediation, and enable predictive defense is helping organizations stay ahead of attackers while optimizing security operations.

Looking ahead, the success of AI in data security will depend on how effectively solutions integrate across IT and security stacks, align with privacy mandates, and evolve alongside attacker methodologies. As digital ecosystems become more interconnected and threat surfaces expand, could AI-based data security become the foundation of autonomous, resilient, and compliance-ready cyber defense?

SCOPE OF STUDY:

The report analyzes the Artificial Intelligence-based Data Security market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Technology (Machine Learning, Natural Language Processing, Context-Aware Computing); Deployment (Cloud-based, On-Premise); Security Type (Network Security, Endpoint Security, Application Security, Database Security, Other Security Types); End-Use (BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 44 Featured) -

  • Ambient.ai
  • Check Point Software Technologies
  • Concentric AI
  • CrowdStrike
  • Cybereason
  • Darktrace
  • Deep Instinct
  • Fortinet
  • HiddenLayer
  • IBM Corporation
  • ImmuniWeb
  • Lakera
  • Microsoft Corporation
  • Obsidian Security
  • Orca Security
  • Palo Alto Networks
  • Protect AI
  • Radiant Security
  • Securiti
  • SentinelOne

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by artificially increasing the COGS, reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

We are diligently following expert opinions of leading Chief Economists (14,949), Think Tanks (62), Trade & Industry bodies (171) worldwide, as they assess impact and address new market realities for their ecosystems. Experts and economists from every major country are tracked for their opinions on tariffs and how they will impact their countries.

We expect this chaos to play out over the next 2-3 months and a new world order is established with more clarity. We are tracking these developments on a real time basis.

As we release this report, U.S. Trade Representatives are pushing their counterparts in 183 countries for an early closure to bilateral tariff negotiations. Most of the major trading partners also have initiated trade agreements with other key trading nations, outside of those in the works with the United States. We are tracking such secondary fallouts as supply chains shift.

To our valued clients, we say, we have your back. We will present a simplified market reassessment by incorporating these changes!

APRIL 2025: NEGOTIATION PHASE

Our April release addresses the impact of tariffs on the overall global market and presents market adjustments by geography. Our trajectories are based on historic data and evolving market impacting factors.

JULY 2025 FINAL TARIFF RESET

Complimentary Update: Our clients will also receive a complimentary update in July after a final reset is announced between nations. The final updated version incorporates clearly defined Tariff Impact Analyses.

Reciprocal and Bilateral Trade & Tariff Impact Analyses:

USA <> CHINA <> MEXICO <> CANADA <> EU <> JAPAN <> INDIA <> 176 OTHER COUNTRIES.

Leading Economists - Our knowledge base tracks 14,949 economists including a select group of most influential Chief Economists of nations, think tanks, trade and industry bodies, big enterprises, and domain experts who are sharing views on the fallout of this unprecedented paradigm shift in the global econometric landscape. Most of our 16,491+ reports have incorporated this two-stage release schedule based on milestones.

COMPLIMENTARY PREVIEW

Contact your sales agent to request an online 300+ page complimentary preview of this research project. Our preview will present full stack sources, and validated domain expert data transcripts. Deep dive into our interactive data-driven online platform.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Artificial Intelligence-based Data Security - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising Cybersecurity Threats and Data Breaches Throw the Spotlight on AI-Enabled Data Protection
    • Growth in Enterprise Digitalization Spurs Use of AI for Real-Time Threat Detection and Anomaly Analysis
    • OEM Integration of Behavioral Analytics and Adaptive Authentication Enhances Intrusion Prevention
    • Expansion of BYOD and Remote Work Environments Bodes Well for Endpoint-Centric AI Security Models
    • Use of AI in Ransomware and Malware Pattern Recognition Supports Faster Incident Response
    • Growth in Zero Trust Architectures Strengthens the Business Case for Context-Aware Access Control
    • Integration With SIEM and SOAR Platforms Enables End-to-End Threat Management Automation
    • AI-Powered Deception and Honeypot Techniques Improve Proactive Threat Intelligence
    • Demand for Cloud-Native Security Tools Fuels Adoption of AI for Data Flow and Access Monitoring
    • OEM Development of Self-Learning Algorithms Enables Continuous Threat Model Refinement
    • Rising Investment in Cybersecurity AI Startups Accelerates Innovation in Predictive Defense Technologies
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Artificial Intelligence-based Data Security Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Artificial Intelligence-based Data Security by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Machine Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Machine Learning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Natural Language Processing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Natural Language Processing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Context-Aware Computing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Context-Aware Computing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Other Security Types by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Other Security Types by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Network Security by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Network Security by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Endpoint Security by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Endpoint Security by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Application Security by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Application Security by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Database Security by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Database Security by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for BFSI by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for Retail & E-Commerce by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for Retail & E-Commerce by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for IT & Telecom by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for IT & Telecom by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for Government & Defense by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for Government & Defense by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 30: World Recent Past, Current & Future Analysis for Energy & Utilities by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 31: World 6-Year Perspective for Energy & Utilities by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 33: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 34: World Recent Past, Current & Future Analysis for Cloud-based by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 35: World 6-Year Perspective for Cloud-based by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 36: World Recent Past, Current & Future Analysis for On-Premise by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 37: World 6-Year Perspective for On-Premise by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Artificial Intelligence-based Data Security Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 38: USA Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: USA 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 40: USA Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 41: USA 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 42: USA Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 43: USA 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 44: USA Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: USA 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030
  • CANADA
    • TABLE 46: Canada Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Canada 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 48: Canada Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Canada 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 50: Canada Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Canada 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 52: Canada Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Canada 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030
  • JAPAN
    • Artificial Intelligence-based Data Security Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 54: Japan Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Japan 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 56: Japan Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Japan 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 58: Japan Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Japan 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 60: Japan Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 61: Japan 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030
  • CHINA
    • Artificial Intelligence-based Data Security Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 62: China Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 63: China 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 64: China Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 65: China 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 66: China Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 67: China 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 68: China Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 69: China 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030
  • EUROPE
    • Artificial Intelligence-based Data Security Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 71: Europe 6-Year Perspective for Artificial Intelligence-based Data Security by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 72: Europe Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Europe 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 74: Europe Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Europe 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 76: Europe Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Europe 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 78: Europe Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 79: Europe 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030
  • FRANCE
    • Artificial Intelligence-based Data Security Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 80: France Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 81: France 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 82: France Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 83: France 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 84: France Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 85: France 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 86: France Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 87: France 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030
  • GERMANY
    • Artificial Intelligence-based Data Security Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 88: Germany Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Germany 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 90: Germany Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Germany 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 92: Germany Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Germany 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 94: Germany Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Germany 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030
  • ITALY
    • TABLE 96: Italy Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Italy 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 98: Italy Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Italy 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 100: Italy Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Italy 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 102: Italy Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 103: Italy 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030
  • UNITED KINGDOM
    • Artificial Intelligence-based Data Security Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 104: UK Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 105: UK 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 106: UK Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 107: UK 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 108: UK Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 109: UK 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 110: UK Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 111: UK 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 112: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 113: Rest of Europe 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 114: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 115: Rest of Europe 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 116: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Rest of Europe 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 118: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 119: Rest of Europe 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence-based Data Security Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 120: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 121: Asia-Pacific 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 122: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Asia-Pacific 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 124: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 125: Asia-Pacific 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 126: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 127: Asia-Pacific 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 128: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Technology - Machine Learning, Natural Language Processing and Context-Aware Computing - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Rest of World 6-Year Perspective for Artificial Intelligence-based Data Security by Technology - Percentage Breakdown of Value Sales for Machine Learning, Natural Language Processing and Context-Aware Computing for the Years 2025 & 2030
    • TABLE 130: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Security Type - Other Security Types, Network Security, Endpoint Security, Application Security and Database Security - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 131: Rest of World 6-Year Perspective for Artificial Intelligence-based Data Security by Security Type - Percentage Breakdown of Value Sales for Other Security Types, Network Security, Endpoint Security, Application Security and Database Security for the Years 2025 & 2030
    • TABLE 132: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by End-Use - BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 133: Rest of World 6-Year Perspective for Artificial Intelligence-based Data Security by End-Use - Percentage Breakdown of Value Sales for BFSI, Healthcare, Retail & E-Commerce, IT & Telecom, Government & Defense, Energy & Utilities and Other End-Uses for the Years 2025 & 2030
    • TABLE 134: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence-based Data Security by Deployment - Cloud-based and On-Premise - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 135: Rest of World 6-Year Perspective for Artificial Intelligence-based Data Security by Deployment - Percentage Breakdown of Value Sales for Cloud-based and On-Premise for the Years 2025 & 2030

IV. COMPETITION