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人工知能ベースのデータ・セキュリティの世界市場

Artificial Intelligence-based Data Security

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英文 218 Pages
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即日から翌営業日
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本日の銀行送金レート: 1USD=144.08円
人工知能ベースのデータ・セキュリティの世界市場
出版日: 2025年06月06日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 218 Pages
納期: 即日から翌営業日
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概要

人工知能ベースのデータ・セキュリティの世界市場は2030年までに86億米ドルに達する

2024年に16億米ドルと推定される人工知能ベースのデータ・セキュリティの世界市場は、2024年から2030年にかけてCAGR 32.5%で成長し、2030年には86億米ドルに達すると予測されます。本レポートで分析したセグメントの1つである機械学習技術は、CAGR34.1％を記録し、分析期間終了時には51億米ドルに達すると予測されます。自然言語処理技術分野の成長率は、分析期間でCAGR 28.9％と推定されます。

米国市場は4億2,050万米ドルと推定、中国はCAGR30.7％で成長予測

米国の人工知能ベースのデータ・セキュリティ市場は、2024年に4億2,050万米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに13億米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは30.7%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ29.9％と27.9％と予測されています。欧州では、ドイツがCAGR約22.4%で成長すると予測されています。

世界の人工知能ベースのデータ・セキュリティ市場- 主要動向と促進要因まとめ

なぜAIがデジタル時代におけるプロアクティブでスケーラブルかつインテリジェントなデータセキュリティの重要なイネーブラーとして台頭しているのか？

人工知能（AI）は、分散したデジタル環境における脅威の予測検知、適応的なリスク軽減、リアルタイムの異常対応を可能にすることで、データ・セキュリティの形を変えつつあります。高度なサイバー攻撃、クラウド基盤の拡大、データ量の爆発的増加といった課題が山積する中、AIベースのセキュリティ・ソリューションは、リアクティブな防御からプロアクティブな防御へのパラダイム・シフトをもたらします。これらのシステムは、進化する脅威の状況を継続的に監視、学習、適応し、従来のルールベースのツールをはるかに超える回復力と拡張性を提供します。

AIを搭載したデータ・セキュリティ・プラットフォームは、機械学習（ML）を使用してネットワーク・トラフィック、ユーザー行動、アクセス・パターン、ファイル・アクティビティを分析し、内部脅威、マルウェア侵入、データ流出の試みを示す可能性のある異常を特定します。システムやユーザーの通常の行動を学習することで、AIツールは、多くの場合、人間のアナリストが検出する前に、微妙な逸脱にリアルタイムでフラグを立てることができます。こうした機能は、境界が流動的で従来のエンドポイント保護では不十分なハイブリッド環境やマルチクラウド環境では特に不可欠です。

脅威の検知に加え、AIはインシデントレスポンス、脅威の分類、修復の優先順位付けの自動化を推進しています。自然言語処理（NLP）は、脅威インテリジェンス・フィード、セキュリティ・ログ、ダーク・ウェブのチャットの分析に使用されており、人間によるセキュリティ・チームの状況認識を拡張しています。AIシステムは、リスクレベルが上昇した場合に、侵害されたアカウントを自律的に封じ込め、疑わしいファイルを隔離し、多要素認証のチャレンジを開始することができます。このような動的な対応能力は、金融、ヘルスケア、重要インフラストラクチャなどのデータ集約的なセクターにおいて、情報漏えいの影響を抑え、コンプライアンスを確保するために不可欠です。

行動分析、脅威インテリジェンス、自律的セキュリティ・オーケストレーションは、どのように保護機能を強化しているのか？

AIを活用した行動分析は、現代のデータ・セキュリティの要です。これらのツールは、通常のユーザーとデバイスのアクティビティのベースラインを確立し、継続的なモニタリングとMLベースのスコアリングを適用して、異常のフラグを立てます。通常とは異なる時間帯にファイルにアクセスする従業員や、データ転送量の急増を検出するなど、AIアナリティクスは、シグネチャベースのセキュリティ・ソリューションの死角を回避する早期警告シグナルを提供します。これは特に、高度な持続的脅威（APT）、ゼロデイ攻撃、インサイダーの悪用を特定するのに効果的です。

AIは、世界な脅威インテリジェンスをリアルタイムで取り込み、解釈する上でも重要な役割を果たしています。アルゴリズムは、フィッシング・インディケーターからIPブラックリスト、脆弱性の開示に至るまで、膨大なデータセットを合成し、それらをローカル・ネットワークの状況と関連付けます。この外部と内部のインテリジェンスの融合により、状況認識が強化され、脅威の自動優先順位付けがサポートされ、リスク軽減のための推奨事項が提供されます。AIモデルは時間の経過とともに進化し、組織のリスク・プロファイルや運用要件に合わせて、より正確でコンテキストに沿ったものになります。

自律型セキュリティ・オーケストレーション・レスポンス（SOAR）システムは、セキュリティ・インシデントの解決にかかる時間と手作業を削減するために、AIを統合するようになってきています。これらのプラットフォームは、アラートのトリアージを自動化し、重大度レベルを割り当て、最小限の人的介入でプレイブックを実行します。AIを搭載したSOARソリューションは、攻撃者の行動をシミュレートし、横方向の動きを予測し、最適な修復ステップを推奨することができます。脅威のベクトルがよりダイナミックになり、セキュリティ人材が不足する中、人間の能力を拡張し、対応の待ち時間を短縮するAIの能力は、中核的な価値提案になりつつあります。

AIベースのデータ・セキュリティ・プラットフォームの採用を促進している業界別および世界市場とは？

金融サービス、ヘルスケア、政府機関などの規制の厳しいセクターでは、データ資産の機密性とコンプライアンス要件が高いため、AIベースのデータ・セキュリティが最も急速に採用されています。銀行業務では、AIが不正取引の監視、顧客認証情報の保護、本人確認プロトコルの実施に利用されています。ヘルスケアでは、AIシステムが電子カルテ（EHR）を保護し、HIPAAコンプライアンスを確保し、データ・アクセス・ログを監視して不正行為を防止しています。公益事業や防衛を含む重要インフラ事業者は、AIを活用して運用技術（OT）や産業制御システム（ICS）をサイバー脅威から保護しています。

ハイブリッドIT環境と世界に分散したチームを抱える大企業は、AIベースのセキュリティ・プラットフォームを導入して、リモート・エンドポイント、クラウド・ワークロード、エッジ・デバイスを保護しています。eコマース・プラットフォームやデジタル・ネイティブ・ビジネスでは、AIを使って消費者データを保護し、アカウントの乗っ取りを防止し、APIトラフィックを監視して悪意のある悪用を防いでいます。中小企業もまた、AIによる脅威の監視と侵害検知をより低い運用コストで提供するマネージド・セキュリティ・サービスを通じて、AIセキュリティ分野に参入しています。

地域別では、北米が成熟したサイバーセキュリティのエコシステム、規制の枠組み、企業のデジタル化を背景に、AIベースのデータセキュリティの導入でリードしています。欧州は、データプライバシー、AI倫理、GDPRコンプライアンスを重視し、僅差で続いています。アジア太平洋は、特に日本、韓国、インド、オーストラリアで急成長を遂げています。これは、業界全体でデジタル変革が加速し、政府が国家のサイバーセキュリティ強靭性に投資しているためです。ラテンアメリカと中東では、官民のサイバーセキュリティ・イニシアチブ、デジタル・バンキングの成長、企業のクラウド利用の増加を通じて、導入が拡大しています。

コンプライアンスの義務化、説明可能性、データのローカライゼーションは、AIセキュリティ戦略にどのような影響を与えているか？

進化するデータ保護規制へのコンプライアンスは、データ・セキュリティにおけるAI導入の重要な推進力です。GDPR、CCPA、HIPAA、分野別基準などのフレームワークでは、継続的な監視、監査可能性、インシデント報告などの機能が求められており、これらはAIの強みとよく合致しています。自動コンプライアンス・チェック、リアルタイム・アラート、監査証跡の生成を提供するAIソリューションは、拡張性と強制力のあるデータ・ガバナンスを求めるCISOにますます支持されています。

AIの意思決定における説明可能性は、特に重要度の高いセキュリティ環境において優先事項となりつつあります。組織は、AIモデルがどのように脅威を検出し、異常を分類し、対応を開始するのかについて透明性を求めています。ベンダーは、説明可能なAI（XAI）機能を組み込むことで対応し、セキュリティアナリストがAI主導の結果を理解し、検証できるようにしています。これにより、信頼性が向上し、インシデント調査が容易になり、デュー・プロセスとフォレンジックが不可欠な分野における規制上の説明責任がサポートされます。

データのローカライゼーションと主権に関する要件は、特に個人データや機密データを国境内に残すことを義務付けている法域において、AIセキュリティ・ツールの導入方法に影響を及ぼしています。ベンダーは地域固有のモデルを開発し、現地の法律に準拠したオンプレミスまたはソブリン・クラウドの展開を提供しています。またAIシステムは、プライバシーを損なうことなくパフォーマンスを維持するために、匿名化されたデータセットや合成データセットでトレーニングされるようになっています。こうした動向は、特に国境を越えた規制の厳しい環境において、ベンダーの選択基準や導入モデルを形成しつつあります。

AIベースのデータセキュリティ市場の成長を促進する要因とは？

AIベースのデータ・セキュリティ市場は、現代のサイバー脅威の規模と高度化、ITアーキテクチャの分散化、データ管理者に対する規制上の負担の増大に後押しされ、急速に拡大しています。AIは、スピード、スケール、適応性、インテリジェンスの魅力的な組み合わせを提供し、ダイナミックで大容量のミッションクリティカルなデータ環境のセキュリティ確保に最適です。

主な成長促進要因としては、ハイブリッド・ワークの台頭、クラウド導入の増加、サイバーセキュリティ分野の人材不足、ゼロトラスト・アーキテクチャの企業義務化などが挙げられます。誤検知を減らし、修復を迅速化し、予測的な防御を可能にするAIの能力は、セキュリティ運用を最適化しながら攻撃者の一歩先を行く組織を支援しています。

今後、データ・セキュリティにおけるAIの成功は、ソリューションがITとセキュリティ・スタックをいかに効果的に統合し、プライバシーの義務化に対応し、攻撃者の手法とともに進化できるかにかかっています。デジタル・エコシステムの相互接続が進み、脅威の対象が拡大する中、AIベースのデータ・セキュリティは、自律的で弾力性があり、コンプライアンスに対応したサイバー防御の基盤となり得るだろうか。

セグメント

テクノロジー（機械学習、自然言語処理、コンテキスト・アウェア・コンピューティング）、導入（クラウドベース、オンプレミス）、セキュリティ・タイプ（ネットワーク・セキュリティ、エンドポイント・セキュリティ、アプリケーション・セキュリティ、データベース・セキュリティ、その他のセキュリティ・タイプ）、エンドユーザー（BFSI、ヘルスケア、小売・eコマース、IT・通信、政府・防衛、エネルギー・公益事業、その他のエンドユーザー）

調査対象企業の例（注目の44社）

  • 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

関税影響係数

Global Industry Analystsは、本社所在地、製造拠点、輸出入（完成品およびOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、人為的な売上原価の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

Global Industry Analystsは、世界の主要なチーフ・エコノミスト（1万4,949人）、シンクタンク（62団体）、貿易・産業団体（171団体）の専門家の意見に熱心に従いながら、エコシステムへの影響を評価し、新たな市場の現実に対処しています。あらゆる主要国の専門家やエコノミストが、関税とそれが自国に与える影響についての意見を追跡調査しています。

Global Industry Analystsは、この混乱が今後2-3ヶ月で収束し、新しい世界秩序がより明確に確立されると予想しています。Global Industry Analystsは、これらの開発をリアルタイムで追跡しています。

2025年4月：交渉フェーズ

4月のリリースでは、世界市場全体に対する関税の影響を取り上げ、地域別の市場調整について紹介します。当社の予測は、過去のデータと進化する市場影響要因に基づいています。

2025年7月：最終関税リセット

お客様には、各国間で最終リセットが発表された後、7月に無料アップデート版をお届けします。最終アップデート版には、明確に定義された関税影響分析が組み込まれています。

相互および二国間貿易と関税の影響分析：

アメリカ <>中国<>メキシコ <>カナダ <>EU <>日本<>インド <>その他176カ国

業界をリードするエコノミスト：Global Industry Analystsの知識ベースは、国家、シンクタンク、貿易・産業団体、大企業、そして世界の計量経済状況におけるこの前例のないパラダイムシフトの影響を共有する領域の専門家など、最も影響力のあるチーフエコノミストの厳選されたグループを含む1万4,949人のエコノミストを追跡しています。当社の16,491を超えるレポートのほとんどは、マイルストーンに基づくこの2段階のリリーススケジュールを取り入れています。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
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