異常検知の市場規模、シェア、動向分析レポート：展開別、コンポーネント別、技術別、最終用途別、セグメント予測、2023年～2030年

異常検知市場の成長と動向

Grand View Research, Inc.の最新レポートによると、世界の異常検知の市場規模は2023年から2030年にかけて16.5％のCAGRを記録し、2030年には145億9,000万米ドルに達すると予測されています。

ディープラーニングや機械学習技術の進歩の高まりが市場成長を支えています。従来の統計的アプローチは、Generative Adversarial Networks（GAN）、variational autoencoders（Vaes）、Recurrent Neural Networks（RNNs）などの最新の手法に置き換えられつつあり、それによって様々なシステムにおける異常の識別が強化されています。さらに、大容量のデータ記憶装置とリアルタイムのデータ分析に対するニーズの高まりが、異常検知システムの採用を後押ししています。オンラインアルゴリズム、インクリメンタルラーニングアプローチ、スライディングウィンドウ技法は、データを効率的にストリーミングするために様々な部門で使用されている最新のバッチベースの異常検知技術の一つです。

今日の進化し続けるサイバーセキュリティの状況において、企業はマルウェア、ランサムウェア、その他のセキュリティ侵害など、様々なサイバー攻撃に直面しています。モノのインターネット（IoT）やサイバーフィジカルシステム（CP）を含む高度情報システムからプライバシー問題を完全に排除することはほとんど困難です。このため、プライバシー問題を追跡し、セキュリティ意識を提供するために、サイバー脅威や異常を継続的に特定することが産業界にとって不可欠となっています。CPへのサイバー攻撃は、国民の経済的、物理的、環境的な安全に深刻な影響を与える結果となり得る。例えば、2021年には、米国最大かつ最も重要な石油パイプラインの一つであるColonial Pipelineが攻撃され、東海岸の燃料供給が途絶えました。

また、2022年には、ドイツの国内燃料配給システムに対する最も深刻な被害を与えるサイバー攻撃があり、それによって石油業界で観測されたハッキングのほとんどが破壊されました。今後、このようなサイバー攻撃を早い段階で検知し緩和するためには、産業界が異常を克服することが不可欠となり、市場の需要に拍車をかけています。さらに、進化するサイバーセキュリティの情勢に伴い、業界全体で行動ベースの異常検知技術に対する大きな需要が生じています。組織は、サイバー脅威を早期に特定するために、システム、ユーザー、ネットワークエンティティの動作や活動の分析に注力する必要があります。行動ベースの異常検知は、高度な持続的脅威や内部脅威を含む高度なサイバー攻撃を捕捉することに重点を置き、それによって組織の様々なシステムを保護します。サイバーフィジカルエンティティの挙動を分析する需要の高まりは、地域間の市場成長を促進すると予測されています。

異常検知市場レポートハイライト

• ソリューションセグメントは2022年に69.0％と最大の収益シェアを占め、予測期間中もその優位性を維持すると予測されます。これは、内部従業員やユーザーによる不正な活動や悪意のある行動を伴う内部脅威を検知する必要性が組織内で高まっているためです。
• クラウドセグメントは、予測期間中に17.8%のCAGRを記録すると予測されています。クラウド上で実行されるアプリケーションの数が増加しているため、組織はクラウドコンピューティングのダイナミックな環境を保護するために異常検知を採用することが不可欠となっています。
• 機械学習・人工知能セグメントは、予測期間中にCAGR 18.7%で例外的な成長を遂げると予測されています。異常検知におけるML&AI技術は、ネットワークトラフィック、金融取引、ヘルスケアデータなどの複雑な分野における異常の検知を可能にします。このような複雑な領域における脅威の検知が、同セグメントの成長を促進すると予想されます。
• IT・通信セグメントは、IT・通信システム内のユーザー行動パターンを理解・分析する必要性が高まっていることから、予測期間中に18.7%のCAGRを記録すると予測されています。さらに、不正な金融取引、盗難、不正アクセスなどを特定することも、このセグメントの市場成長を後押ししています。
• 北米は、2022年に31.1%以上の最大の収益シェアを占め、予測期間中もその地位を維持すると予想されます。これは、ヘルスケア、BFSI、小売などの業界全体でITインフラの進歩と展開とともに、サイバー攻撃の複雑さと脅威が増大しているためです。
• 主要プレーヤーは、長年の事業実績、大規模な顧客基盤、大きな競争力を有しています。ベンダーは、無機的な成長戦略に加えて、設置済み製品の定期的な保守を確実にするため、アフターサービスの充実を重視しています。

目次

第1章 調査手法と範囲

• 調査手法の細分化と範囲
• 情報調達
  • 購入したデータベース
  • GVRの内部データベース
  • 二次情報と第三者の視点
  • 一次調査
• 情報分析
  • データ分析モデル
• 市場形成とデータの可視化
• データの検証と公開

第2章 エグゼクティブサマリー

• 異常検知市場- 競合状況のスナップショット

第3章 異常検知市場の変数、動向、範囲

• 市場系統の見通し
  • 親市場の見通し
• 業界のバリューチェーン分析
• 市場力学
  • 市場促進要因の分析
  • 市場抑制要因/課題の分析
  • 市場機会分析
• ビジネス環境分析ツール
  • ポーターのファイブフォース分析
  • PEST分析
• COVID-19の影響分析

第4章 異常検知市場のコンポーネントの見通し

• コンポーネント別の異常検知の市場シェア、2022年および2030年（10億米ドル）
• ソリューション
  • ネットワーク行動の異常検知
  • ユーザー行動の異常検知
• サービス
  • プロフェッショナルサービス
  • マネージドサービス

第5章 異常検知市場の展開の見通し

• 展開別の異常検知の市場シェア、2022年および2030年（10億米ドル）
• クラウド
  • 市場規模の推定と予測、2018～2030年（10億米ドル）
• オンプレミス
  • 市場規模の推定と予測、2018～2030年（10億米ドル）

第6章 異常検知市場の技術の見通し

• 技術別の異常検知の市場シェア、2022年および2030年（10億米ドル）
• 機械学習・人工知能
  • 市場規模の推定と予測、2018～2030年（10億米ドル）
• ビッグデータアナリティクス
  • 市場規模の推定と予測、2018～2030年（10億米ドル）
• ビジネスインテリジェンス・データマイニング
  • 市場規模の推定と予測、2018～2030年（10億米ドル）

第7章 異常検知市場の最終用途の見通し

• 最終用途別の異常検知の市場シェア、2022年および2030年（10億米ドル）
• BFSI
  • 市場規模の推定と予測、2018～2030年（10億米ドル）
• 小売
  • 市場規模の推定と予測、2018～2030年（10億米ドル）
• IT・通信
  • 市場規模の推定と予測、2018～2030年（10億米ドル）
• ヘルスケア
  • 市場規模の推定と予測、2018～2030年（10億米ドル）
• 製造
  • 市場規模の推定と予測、2018～2030年（10億米ドル）
• 政府・防衛
  • 市場規模の推定と予測、2018～2030年（10億米ドル）
• その他
  • 市場規模の推定と予測、2018～2030年（10億米ドル）

第8章 異常検知市場：地域の見通し

• 地域別の異常検知市場シェア、2022年および2030年（10億米ドル）
• 北米
  • 市場推計・予測、2018～2030年（10億米ドル）
  • コンポーネント別、2018～2030年
  • 展開別、2018～2030年
  • 技術別、2018～2030年
  • 最終用途別、2018～2030年
  • 米国
  • カナダ
• 欧州
  • 市場推計・予測、2018～2030年（10億米ドル）
  • コンポーネント別、2018～2030年
  • 展開別、2018～2030年
  • 技術別、2018～2030年
  • 最終用途別、2018～2030年
  • 英国
  • ドイツ
  • フランス
  • イタリア
  • スペイン
• アジア太平洋地域
  • 市場推計・予測、2018～2030年（10億米ドル）
  • コンポーネント別、2018～2030年
  • 展開別、2018～2030年
  • 技術別、2018～2030年
  • 最終用途別、2018～2030年
  • 中国
  • インド
  • 日本
  • オーストラリア
  • 韓国
• ラテンアメリカ
  • 市場推計・予測、2018～2030年（10億米ドル）
  • コンポーネント別、2018～2030年
  • 展開別、2018～2030年
  • 技術別、2018～2030年
  • 最終用途別、2018～2030年
  • ブラジル
  • メキシコ
  • アルゼンチン
• 中東とアフリカ
  • 市場推計・予測、2018～2030年（10億米ドル）
  • コンポーネント別、2018～2030年
  • 展開別、2018～2030年
  • 技術別、2018～2030年
  • 最終用途別、2018～2030年
  • アラブ首長国連邦
  • サウジアラビア
  • 南アフリカ

第9章 競合情勢

• 企業の分類（成熟企業、新興企業）
• 企業ランキング/シェア分析、2022年
• ヒートマップ分析、2022年
• 戦略マッピング
• 企業プロファイル（会社概要、業績、製品概要、戦略的取り組み）
  • Amazon Web Services, Inc.
  • Anodot Ltd.
  • Broadcom, Inc.
  • Cisco Systems, Inc.
  • Dell Technologies, Inc.
  • Dynatrace, LLC.
  • GURUCUL
  • Happiest Minds
  • Hewlett Packard Enterprise Company
  • International Business Machines Corporation
  • LogRhythm, Inc.
  • Microsoft Corporation
  • SAS Institute, Inc.
  • Splunk, Inc.
  • Trend Micro, Inc.

List of Tables

• Table 1 List of Abbreviation
• Table 2 Global Anomaly Detection market, 2018 - 2030 (USD Billion)
• Table 3 Global Anomaly Detection market, by region, 2018 - 2030 (USD Billion)
• Table 4 Global Anomaly Detection market, by component, 2018 - 2030 (USD Billion)
• Table 5 Global Anomaly Detection market, by deployment, 2018 - 2030 (USD Billion)
• Table 6 Global Anomaly Detection market, by technology, 2018 - 2030 (USD Billion)
• Table 7 Global Anomaly Detection market, by end use, 2018 - 2030 (USD Billion)
• Table 8 North America Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 9 North America Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 10 North America Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 11 North America Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 12 U.S. Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 13 U.S. Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 14 U.S. Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 15 U.S. Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 16 Canada Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 17 Canada Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 18 Canada Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 19 Canada Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 20 Europe Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 21 Europe Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 22 Europe Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 23 Europe Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 24 UK Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 25 UK Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 26 UK Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 27 UK Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 28 Germany Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 29 Germany Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 30 Germany Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 31 Germany Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 32 France Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 33 France Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 34 France Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 35 France Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 36 Italy Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 37 Italy Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 38 Italy Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 39 Italy Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 40 Spain Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 41 Spain Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 42 Spain Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 43 Spain Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 44 Asia Pacific Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 45 Asia Pacific Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 46 Asia Pacific Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 47 Asia Pacific Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 48 China Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 49 China Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 50 China Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 51 China Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 52 India Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 53 India Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 54 India Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 55 India Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 56 Japan Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 57 Japan Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 58 Japan Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 59 Japan Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 60 South Korea Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 61 South Korea Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 62 South Korea Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 63 South Korea Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 64 Australia Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 65 Australia Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 66 Australia Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 67 Australia Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 68 Latin America Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 69 Latin America Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 70 Latin America Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 71 Latin America Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 72 Brazil Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 73 Brazil Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 74 Brazil Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 75 Brazil Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 76 Mexico Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 77 Mexico Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 78 Mexico Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 79 Mexico Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 80 Argentina Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 81 Argentina Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 82 Argentina Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 83 Argentina Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 84 Middle East & Africa Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 85 Middle East & Africa Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 86 Middle East & Africa Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 87 Middle East & Africa Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 88 UAE Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 89 UAE Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 90 UAE Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 91 UAE Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 92 Saudi Arabia Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 93 Saudi Arabia Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 94 Saudi Arabia Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 95 Saudi Arabia Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
• Table 96 South Africa Anomaly Detection market, by component 2018 - 2030 (USD Billion)
• Table 97 South Africa Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
• Table 98 South Africa Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
• Table 99 South Africa Anomaly Detection market, by end use 2018 - 2030 (USD Billion)

List of Figures

• Fig. 1 Anomaly Detection market segmentation
• Fig. 2 Methodology
• Fig. 3 Primary Research Pattern
• Fig. 4 Information analysis
• Fig. 5 Data Analysis Model
• Fig. 6 Data Validation & Publishing
• Fig. 7 Anomaly Detection Security: Market Snapshot
• Fig. 8 Anomaly Detection Security: Segment Snapshot
• Fig. 9 Anomaly Detection Security: Competitive Landscape Snapshot
• Fig. 10 Anomaly Detection Market Lineage Outlook
• Fig. 11 Anomaly Detection market: Value chain analysis
• Fig. 12 Market driver analysis
• Fig. 13 Market restraint analysis
• Fig. 14 Market opportunity analysis
• Fig. 15 Anomaly Detection market: Porter's five forces analysis
• Fig. 16 Anomaly Detection market: PEST analysis
• Fig. 17 Anomaly Detection market analysis: Component segment analysis
• Fig. 18 Anomaly Detection market analysis: Deployment segment analysis
• Fig. 19 Anomaly Detection market analysis: Technology segment analysis
• Fig. 20 Anomaly Detection market analysis: End-use segment analysis

Anomaly Detection Market Growth & Trends

The global anomaly detection market size is expected to reach USD 14.59 billion by 2030, registering a CAGR of 16.5% from 2023 to 2030, according to the new reports of Grand View Research, Inc. The growing advancements in deep learning and machine learning technologies support the market growth. The traditional statistical approaches are being replaced with modern methods, such as Generative Adversarial Networks (GAN), variational autoencoders (Vaes), and Recurrent Neural Networks (RNNs), thereby enhancing the identification of anomalies across various systems. Furthermore, a rise in the need for large data storage units and real-time data analysis has boosted the adoption of anomaly detection systems. Online algorithms, incremental learning approaches, and sliding window techniques are among the modern batch-based anomaly detection techniques used by various sectors for efficiently streaming data.

In today's ever-evolving cybersecurity landscape, businesses are facing various cyberattacks, such as malware, ransomware, and other security breaches. It is almost difficult to entirely exclude privacy issues from advanced information systems, including Internet of Things (IoT), and Cyber-Physical systems (CPs). This makes it essential for industries to continuously identify cyber threats and anomalies to track privacy issues and offer security awareness. Cyberattacks on CPs can result in impacting the economical, physical, and environmental safety of the population severely. For instance, in 2021, the attack on the Colonial Pipeline, which is one of the largest and most important oil pipelines in the U.S., disrupted the fuel supply on the East Coast.

Also, in 2022, there was one of the most severely damaging cyberattacks on Germany's domestic fuel distribution system, thereby mostly destroying hacks observed in the oil industry. Henceforth, to detect and mitigate such cyberattacks at early stages, it has become vital for industries to overcome anomalies, thus fueling market demand. Moreover, with the evolving cybersecurity landscape, there has been a huge demand for behavior-based anomaly detection technology across industries. Organizations need to focus on analyzing the behavior and activities of systems, users, and network entities to identify cyber threats at an early stage. Behavior-based anomaly detection focuses on capturing sophisticated cyber-attacks, including advanced persistent threats and insider threats, thereby securing various systems of organizations. The growing demand for analyzing cyber-physical entities' behavior is anticipated to propel market growth among regions.

Anomaly Detection Market Report Highlights

• The solution segment accounted for the largest revenue share of 69.0% in 2022 and is anticipated to maintain its dominance over the forecast period owing to the growing need to detect insider threats among organizations, which involve unauthorized activities and malicious actions by internal employees or users
• The cloud segment is expected to observe the highest CAGR of 17.8% during the forecast period. The growing number of applications running on the cloud makes it essential for organizations to adopt anomaly detection for securing their dynamic environment of cloud computing
• The machine learning & artificial intelligence segment is anticipated to witness exceptional growth at a CAGR of 18.7% during the forecast period. The ML & AI technology in anomaly detection enables organizations to detect anomalies in complex fields, such as network traffic, financial transactions, and healthcare data. This detection of threats across complex domains is expected to fuel the segment growth
• The IT & telecom segment is anticipated to register a considerable CAGR of 18.7% over the forecast period owing to the growing need to understand and analyze the pattern of user behavior within the IT & telecom systems. Furthermore, identifying fraudulent financial transactions, theft, and any unauthorized access attempts also enhanced the growth of the market in this segment
• North American accounted for the largest revenue share of over 31.1% in 2022 and is expected to retain its position over the forecast period due to the growing complexity and threats of cyber-attacks, along with the advancements and deployment of IT infrastructure across industries, such as healthcare, BFSI, and retail
• Key players have an extended operating history, a large customer base, and significant competitive strengths. In addition to the inorganic growth strategies, vendors emphasize improving after-sales service offerings to ensure periodic maintenance of installed products

Table of Contents

Chapter 1. Methodology and Scope

• 1.1. Methodology Segmentation & Scope
• 1.2. Information procurement
  • 1.2.1. Purchased database
  • 1.2.2. GVR's internal database
  • 1.2.3. Secondary sources & third-party perspectives
  • 1.2.4. Primary research
• 1.3. Information analysis
  • 1.3.1. Data analysis models
• 1.4. Market formulation & data visualization
• 1.5. Data validation & publishing

Chapter 2. Executive Summary

• 2.1. Anomaly Detection Market - Market Snapshot, 2018 - 2030
• 2.2. Anomaly Detection Market - Component Snapshot, 2018 - 2030
• 2.3. Anomaly Detection Market - Deployment Snapshot, 2018 - 2030
• 2.4. Anomaly Detection Market - Technology Snapshot, 2018 - 2030
• 2.5. Anomaly Detection Market - End-use Snapshot, 2018 - 2030
• 2.6. Anomaly Detection Market - Competitive Snapshot

Chapter 3. Anomaly Detection Market Variables, Trends & Scope

• 3.1. Market Lineage Outlook
  • 3.1.1. Parent Market Outlook
• 3.2. Industry Value Chain Analysis
• 3.3. Market Dynamics
  • 3.3.1. Market Driver Analysis
  • 3.3.2. Market Restraint/Challenge Analysis
  • 3.3.3. Market Opportunity Analysis
• 3.4. Business Environment Analysis Tools
  • 3.4.1. Porter's Five Forces Analysis
  • 3.4.2. PEST Analysis
• 3.5. COVID-19 Impact Analysis

Chapter 4. Anomaly Detection Market Component Outlook

• 4.1. Anomaly Detection Market Share by Component, 2022 & 2030 (USD Billion)
• 4.2. Solutions
  • 4.2.1. Network Behavior Anomaly Detection
    • 4.2.1.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 4.2.2. User Behavior Anomaly Detection
    • 4.2.2.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
• 4.3. Services
  • 4.3.1. Professional Services
    • 4.3.1.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 4.3.2. Managed Services
    • 4.3.2.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)

Chapter 5. Anomaly Detection Market Deployment Outlook

• 5.1. Anomaly Detection Market Share by Deployment, 2022 & 2030 (USD Billion)
• 5.2. Cloud
  • 5.2.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
• 5.3. On-premise
  • 5.3.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)

Chapter 6. Anomaly Detection Market Technology Outlook

• 6.1. Anomaly Detection Market Share by Technology, 2022 & 2030 (USD Billion)
• 6.2. Machine Learning & Artificial Intelligence
  • 6.2.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
• 6.3. Big Data Analytics
  • 6.3.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
• 6.4. Business Intelligence & Data Mining
  • 6.4.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)

Chapter 7. Anomaly Detection Market End-Use Outlook

• 7.1. Anomaly Detection Market Share by End-Use, 2022 & 2030 (USD Billion)
• 7.2. BFSI
  • 7.2.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
• 7.3. Retail
  • 7.3.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
• 7.4. IT & Telecom
  • 7.4.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
• 7.5. Healthcare
  • 7.5.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
• 7.6. Manufacturing
  • 7.6.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
• 7.7. Government & Defense
  • 7.7.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
• 7.8. Others
  • 7.8.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)

Chapter 8. Anomaly Detection Market: Regional Outlook

• 8.1. Anomaly Detection Market Share by Region, 2022 & 2030 (USD Billion)
• 8.2. North America
  • 8.2.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
  • 8.2.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
  • 8.2.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
  • 8.2.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
  • 8.2.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.2.6. U.S.
    • 8.2.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.2.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.2.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.2.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.2.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.2.7. Canada
    • 8.2.7.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.2.7.2. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.2.7.3. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.2.7.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.2.7.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
• 8.3. Europe
  • 8.3.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
  • 8.3.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
  • 8.3.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
  • 8.3.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
  • 8.3.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.3.6. UK
    • 8.3.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.3.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.3.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.3.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.3.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.3.7. Germany
    • 8.3.7.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.3.7.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.3.7.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.3.7.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.3.7.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.3.8. France
    • 8.3.8.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.3.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.3.8.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.3.8.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.3.8.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.3.9. Italy
    • 8.3.9.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.3.9.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.3.9.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.3.9.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.3.9.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.3.10. Spain
    • 8.3.10.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.3.10.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.3.10.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.3.10.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.3.10.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
• 8.4. Asia Pacific
  • 8.4.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
  • 8.4.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
  • 8.4.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
  • 8.4.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
  • 8.4.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.4.6. China
    • 8.4.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.4.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.4.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.4.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.4.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.4.7. India
    • 8.4.7.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.4.7.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.4.7.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.4.7.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.4.7.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.4.8. Japan
    • 8.4.8.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.4.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.4.8.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.4.8.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.4.8.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.4.9. Australia
    • 8.4.9.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.4.9.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.4.9.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.4.9.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.4.9.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.4.10. South Korea
    • 8.4.10.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.4.10.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.4.10.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.4.10.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.4.10.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
• 8.5. Latin America
  • 8.5.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
  • 8.5.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
  • 8.5.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
  • 8.5.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
  • 8.5.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.5.6. Brazil
    • 8.5.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.5.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.5.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.5.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.5.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.5.7. Mexico
    • 8.5.7.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.5.7.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.5.7.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.5.7.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.5.7.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.5.8. Argentina
    • 8.5.8.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.5.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.5.8.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.5.8.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.5.8.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
• 8.6. Middle East & Africa
  • 8.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
  • 8.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
  • 8.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
  • 8.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
  • 8.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.6.6. UAE
    • 8.6.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.6.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.6.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.6.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.6.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.6.7. Saudi Arabia
    • 8.6.7.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.6.7.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.6.7.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.6.7.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.6.7.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.6.8. South Africa
    • 8.6.8.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.6.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.6.8.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.6.8.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.6.8.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)

Chapter 9. Competitive Landscape

• 9.1. Company Categorization (Mature Players, Emerging Players)
• 9.2. Company Ranking/Share Analysis, 2022
• 9.3. Heat Map Analysis, 2022
• 9.4. Strategy Mapping
• 9.5. Company Profiles (Overview, Financial Performance, Product Overview, Strategic Initiatives)
  • 9.5.1. Amazon Web Services, Inc.
  • 9.5.2. Anodot Ltd.
  • 9.5.3. Broadcom, Inc.
  • 9.5.4. Cisco Systems, Inc.
  • 9.5.5. Dell Technologies, Inc.
  • 9.5.6. Dynatrace, LLC.
  • 9.5.7. GURUCUL
  • 9.5.8. Happiest Minds
  • 9.5.9. Hewlett Packard Enterprise Company
  • 9.5.10. International Business Machines Corporation
  • 9.5.11. LogRhythm, Inc.
  • 9.5.12. Microsoft Corporation
  • 9.5.13. SAS Institute, Inc.
  • 9.5.14. Splunk, Inc.
  • 9.5.15. Trend Micro, Inc.