市場調査レポート

商品コード

1388066

異常検知の世界市場：シェア、規模、動向、産業分析レポート - 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、2023～2032年

Anomaly Detection Market Share, Size, Trends, Industry Analysis Report, By Deployment (Cloud, On-premise); By Component (Solution, Services); By Technology (Big Data Analytics, ML & AI); By End-use; And Segment Forecasts, 2023 - 2032

出版日: 2023年09月23日 | 発行: Polaris Market Research

| ページ情報: 英文 116 Pages | 納期: 即日から翌営業日

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全表示
概要
図表
目次

概要

サンプル依頼リストに入れる

世界の異常検知の市場規模は、2032年までに212億1,000万米ドルに達すると予測されています。この調査レポートは、現在の市場力学を詳細に洞察し、将来の市場成長に関する分析を提供しています。

市場は、異常検知に革命をもたらしたディープラーニングと機械学習技術の進歩により成長を目の当たりにしています。Generative Adversarial Networks（GAN）、variational auto-encoders（Vaes）、Recurrent Neural Networks（RNNs）が研究されています。これらの高度な技術により、異なるシステム間でより正確で効率的な異常の識別が可能になります。さらに、大規模なデータ保存とリアルタイム分析の必要性が高まっていることも、こうしたシステムの採用を後押ししています。

今日のダイナミックな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、セキュリティ侵害など、さまざまなサイバー脅威に直面しています。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）などの高度な情報システムにおいて、完全なプライバシーとセキュリティを維持することは困難な課題です。そのため、プライバシーの懸念を効果的に監視し、セキュリティ意識を高めるために、サイバー脅威や異常を一貫して検出し、対処することが産業界にとって極めて重要です。CPを標的としたサイバー攻撃は、経済、物理的インフラ、環境の安全に重大な影響を与える可能性があり、人々に深刻なリスクをもたらします。

刻々と変化するサイバーセキュリティの情勢は、いくつかの業界において行動ベース技術の採用を大幅に急増させる結果となっています。組織は、サイバー脅威を初期段階で検出するために、システム、ユーザー、ネットワーク・エンティティの挙動や活動を綿密に調査することの重要性を認識しています。行動ベースの検知は、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検知し、組織システムのセキュリティを強化するために特別に設計されています。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増加は、さまざまな地域にわたって市場の成長を促進すると予想されます。

異常検知市場のレポートハイライト

悪意ある活動に関与する個人による内部脅威の事例が増加しているため、ソリューション分野が最大のシェアを占めます。

クラウド分野は、主に多国籍企業における採用の増加とクラウドコンピューティングの進歩により、安定した成長率を記録しました。

ML＆AI分野は、新時代の高度なアルゴリズムを必要とする複雑なデータセットの増加により、安定した成長率を記録しました。

北米は、革新的な企業の存在とこの分野への投資の増加により、市場を独占しています。

主な調査結果
イントロダクション
- 異常検知市場評価、地域別、2019～2032年
異常検知市場 - 北米
- 北米：異常検知市場、コンポーネント別、2019～2032年
- 北米：異常検知市場、技術別、2019～2032年
- 北米：異常検知市場、展開別、2019～2032年
- 北米：異常検知市場、最終用途別、2019～2032年
- 異常検知市場 - 米国
- 異常検知市場 - カナダ
異常検知市場 - 欧州
- 欧州：異常検知市場、コンポーネント別、2019～2032年
- 欧州：異常検知市場、技術別、2019～2032年
- 欧州：異常検知市場、展開別、2019～2032年
- 欧州：異常検知市場、最終用途別、2019～2032年
- 異常検知市場 - 英国
- 異常検知市場 - フランス
- 異常検知市場 - ドイツ
- 異常検知市場 - イタリア
- 異常検知市場 - スペイン
- 異常検知市場 - オランダ
- 異常検知市場 - ロシア
異常検知市場 - アジア太平洋
- アジア太平洋：異常検知市場、コンポーネント別、2019～2032年
- アジア太平洋：異常検知市場、技術別、2019～2032年
- アジア太平洋：異常検知市場、展開別、2019～2032年
- アジア太平洋：異常検知市場、最終用途別、2019～2032年
- 異常検知市場 - 中国
- 異常検知市場 - インド
- 異常検知市場 - 日本
- 異常検知市場 - マレーシア
- 異常検知市場 - インドネシア
- 異常検知市場 - 韓国
異常検知市場 - 中東・アフリカ
- 中東・アフリカ：異常検知市場、コンポーネント別、2019～2032年
- 中東・アフリカ：異常検知市場、技術別、2019～2032年
- 中東・アフリカ：異常検知市場、展開別、2019～2032年
- 中東・アフリカ：異常検知市場、最終用途別、2019～2032年
- 異常検知市場 - サウジアラビア
- 異常検知市場 - 南アフリカ
- 異常検知市場 - イスラエル
- 異常検知市場 - アラブ首長国連邦
異常検知市場 - ラテンアメリカ
- ラテンアメリカ：異常検知市場、コンポーネント別、2019～2032年
- ラテンアメリカ：異常検知市場、技術別、2019～2032年
- ラテンアメリカ：異常検知市場、展開別、2019～2032年
- ラテンアメリカ：異常検知市場、最終用途別、2019～2032年
- 異常検知市場 - メキシコ
- 異常検知市場 - ブラジル
- 異常検知市場 - アルゼンチン

第10章競合情勢

拡大と買収の分析
- 拡大
- 買収
提携/協業/合意/公開

第11章企業プロファイル

Amazon Web Services
Anodot
Broadcom
Cisco Systems
Dell Technologies
Dynatrace
GURUCUL
Happiest Minds
Hewlett Packard Enterprise Company
International Business Machines
LogRhythm
Microsoft Corp
SAS Institute
Splunk
Trend Micro

図表

List of Tables

Table 1 Global Anomaly Detection Market, by Component, by Region, 2019-2032 (USD Billion)
Table 2 Global Anomaly Detection Market, by Deployment, by Region, 2019-2032 (USD Billion)
Table 3 Global Anomaly Detection Market, by End-use, by Region, 2019-2032 (USD Billion)
Table 4 Global Anomaly Detection Market, by Technology, by Region, 2019-2032 (USD Billion)
Table 5 Anomaly Detection Market Assessment, By Geography, 2019-2032 (USD Billion)
Table 6 North America: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 7 North America: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 8 North America: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 9 North America: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 10 U.S.: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 11 U.S.: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 12 U.S.: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 13 U.S.: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 14 Canada: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 15 Canada: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 16 Canada: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 17 Canada: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 18 Europe: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 19 Europe: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 20 Europe: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 21 Europe: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 22 Germany: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 23 Germany: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 24 Germany: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 25 Germany: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 26 France: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 27 France: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 28 France: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 29 France: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 30 UK: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 31 UK: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 32 UK: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 33 UK: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 34 Italy: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 35 Italy: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 36 Italy: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 37 Italy: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 38 Netherlands: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 39 Netherlands: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 40 Netherlands: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 41 Netherlands: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 42 Spain: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 43 Spain: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 44 Spain: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 45 Spain: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 46 Russia: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 47 Russia: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 48 Russia: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 49 Russia: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 50 Asia Pacific: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 51 Asia Pacific: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 52 Asia Pacific: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 53 Asia Pacific: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 54 China: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 55 China: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 56 China: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 57 China: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 58 Japan: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 59 Japan: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 60 Japan: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 61 Japan: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 62 India: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 63 India: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 64 India: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 65 India: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 66 Indonesia: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 67 Indonesia: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 68 Indonesia: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 69 Indonesia: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 70 Malaysia: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 71 Malaysia: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 72 Malaysia: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 73 Malaysia: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 74 South Korea: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 75 South Korea: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 76 South Korea: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 77 South Korea: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 78 Latin America: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 79 Latin America: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 80 Latin America: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 81 Latin America: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 82 Brazil: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 83 Brazil: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 84 Brazil: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 85 Brazil: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 86 Mexico: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 87 Mexico: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 88 Mexico: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 89 Mexico: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 90 Argentina: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 91 Argentina: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 92 Argentina: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 93 Argentina: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 94 Middle East & Africa: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 95 Middle East & Africa: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 96 Middle East & Africa: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 97 Middle East & Africa: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 98 UAE: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 99 UAE: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 100 UAE: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 101 UAE: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 102 Saudi Arabia: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 103 Saudi Arabia: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 104 Saudi Arabia: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 105 Saudi Arabia: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 106 South Africa: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 107 South Africa: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 108 South Africa: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 109 South Africa: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
Table 110 Israel: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
Table 111 Israel: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
Table 112 Israel: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
Table 113 Israel: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)

List of Figures

Figure 1. Global Anomaly Detection Market, 2019-2032 (USD Billion)
Figure 2. Integrated Ecosystem
Figure 3. Research Methodology: Top-Down & Bottom-Up Technology
Figure 4. Market by Geography
Figure 5. Porter's Five Forces
Figure 6. Market by Component
Figure 7. Global Anomaly Detection Market, by Component, 2021 & 2030 (USD Billion)
Figure 8. Market by Technology
Figure 9. Global Anomaly Detection Market, by Technology, 2021 & 2030 (USD Billion)
Figure 10. Market by Deployment
Figure 11. Global Anomaly Detection Market, by Deployment, 2021 & 2030 (USD Billion)
Figure 12. Market by End-use
Figure 13. Global Anomaly Detection Market, by End-use, 2021 & 2030 (USD Billion)

Product Code: PM3762

The global anomaly detection market size is expected to reach USD 21.21 billion by 2032, according to a new study by Polaris market research. The report "Anomaly Detection Market Share, Size, Trends, Industry Analysis Report, By Deployment (Cloud, On-premise); By Component (Solution, Services); By Technology (Big Data Analytics, ML & AI); By End-use; And Segment Forecasts, 2023 - 2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

Market is witnessing growth due to advancements in deep learning and machine learning technologies, which have revolutionized anomaly detection. Generative Adversarial Networks (GAN), variational auto-encoders (Vaes), & Recurrent Neural Networks (RNNs) are being explored. These advanced techniques enable more accurate and efficient identification of the anomalies across different systems. Additionally, the increasing need for the large-scale data storage & the real-time analysis has driven adoption of such systems.

In the dynamic cybersecurity landscape of today, businesses are confronted with a range of cyber threats, including malware, ransomware, and security breaches. Maintaining complete privacy and security in advanced information systems such as the Internet of Things (IoT) & Cyber-Physical systems (CPs) is a challenging task. Therefore, it is crucial for industries to consistently detect and address cyber threats and anomalies to effectively monitor privacy concerns and enhance security awareness. Cyber-attacks targeting CPs have the potential to cause significant impacts on the economy, physical infrastructure, and environmental safety, posing serious risks to the population.

Ever-changing cybersecurity landscape has resulted in a significant surge in the adoption of behavior-based technology across several industries. Organizations recognize the importance of closely examining the behavior and activities of systems, users, and network entities to detect cyber threats in their early stages. Behavior-based detection is specifically designed to detect sophisticated cyber-attacks, including advanced persistent threats & insider threats, thereby enhancing the security of organizational systems. The increasing demand for analyzing the behavior of cyber-physical entities is expected to drive market growth across different regions.

Anomaly Detection Market Report Highlights

Solution segment accounted for the largest share, owing to growing cases of insider threats, from individuals involved in malicious activities

Cloud segment grown at the steady rate, primarily due to rise in adoption among multi-national companies, and advancements in cloud computing

ML & AI segment recorded steady growth rate, due to rise in complex data-sets, requiring new-age advanced algorithms

North America dominates the market, due to presence of innovative companies, and growing investments in the sector

The global key market players include: Amazon Web Services, Anodot, Broadcom, Cisco Systems, Dell Technologies, Dynatrace, GURUCUL, Happiest Minds

Polaris market research has segmented the anomaly detection market report based on component, deployment, technology, end use, and region:

Anomaly Detection, Component Outlook (Revenue - USD Billion, 2023 - 2032)

Solution
Network Behavior Anomaly Detection
User Behavior Anomaly Detection
Services
Professional Services
Managed Services

Anomaly Detection, Deployment Outlook (Revenue - USD Billion, 2023 - 2032)

Cloud
On-Premise

Anomaly Detection, Technology Outlook (Revenue - USD Billion, 2023 - 2032)

Machine Learning & Artificial Intelligence
Big Data Analytics
Business Intelligence & Data Mining

Anomaly Detection, End Use Outlook (Revenue - USD Billion, 2023 - 2032)

BFSI
Retail
IT & Telecom
Healthcare
Manufacturing
Government & Defense
Others

Anomaly Detection, Regional Outlook (Revenue - USD Billion, 2023 - 2032)

North America
U.S.
Canada
Europe
Germany
UK
France
Italy
Spain
Russia
Netherlands
Asia Pacific
China
India
Japan
South Korea
Indonesia
Malaysia
Latin America
Argentina
Brazil
Mexico
Middle East & Africa
UAE
Saudi Arabia
Israel
South Africa

1. Introduction

1.1. Report Description
- 1.1.1. Objectives of the Study
- 1.1.2. Market Scope
- 1.1.3. Assumptions
1.2. Stakeholders

2. Executive Summary

2.1. Market Highlights

3. Research Methodology

3.1. Overview
- 3.1.1. Data Mining
3.2. Data Sources
- 3.2.1. Primary Sources
- 3.2.2. Secondary Sources

4. Global Anomaly Detection Market Insights

4.1. Anomaly Detection - Industry Snapshot
4.2. Anomaly Detection Market Dynamics
- 4.2.1. Drivers and Opportunities
  - 4.2.1.1. Increasing Cybersecurity Threats
  - 4.2.1.2. Growing Adoption of Machine Learning and AI
- 4.2.2. Restraints and Challenges
  - 4.2.2.1. Anomaly detection systems often generate false positives and false negatives
4.3. Porter's Five Forces Analysis
- 4.3.1. Bargaining Power of Suppliers (Moderate)
- 4.3.2. Threats of New Entrants: (Low)
- 4.3.3. Bargaining Power of Buyers (Moderate)
- 4.3.4. Threat of Substitute (Moderate)
- 4.3.5. Rivalry among existing firms (High)
4.4. PESTLE Analysis
4.5. Anomaly Detection Industry Trends
4.6. Value Chain Analysis
4.7. COVID-19 Impact Analysis

5. Global Anomaly Detection Market, by Component

5.1. Key Findings
5.2. Introduction
- 5.2.1. Global Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
5.3. Solution
- 5.3.1. Global Anomaly Detection Market, by Solution, by Region, 2019-2032 (USD Billion)
- 5.3.2. Network Behavior Anomaly Detection
  - 5.3.2.1. Global Anomaly Detection Market, by Network Behavior Anomaly Detection, by Region, 2019-2032 (USD Billion)
- 5.3.3. User Behavior Anomaly Detection
  - 5.3.3.1. Global Anomaly Detection Market, by User Behavior Anomaly Detection, by Region, 2019-2032 (USD Billion)
5.4. Services
- 5.4.1. Global Anomaly Detection Market, by Services, by Region, 2019-2032 (USD Billion)
- 5.4.2. Professional Services
  - 5.4.2.1. Global Anomaly Detection Market, by Professional Services, by Region, 2019-2032 (USD Billion)
- 5.4.3. Managed Services
  - 5.4.3.1. Global Anomaly Detection Market, by Managed Services, by Region, 2019-2032 (USD Billion)

6. Global Anomaly Detection Market, by Deployment

6.1. Key Findings
6.2. Introduction
- 6.2.1. Global Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
6.3. Cloud
- 6.3.1. Global Anomaly Detection Market, by Cloud, by Region, 2019-2032 (USD Billion)
6.4. On-Premise
- 6.4.1. Global Anomaly Detection Market, by On-Premise, by Region, 2019-2032 (USD Billion)

7. Global Anomaly Detection Market, by End-use

7.1. Key Findings
7.2. Introduction
- 7.2.1. Global Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
7.3. BFSI
- 7.3.1. Global Anomaly Detection Market, by BFSI, by Region, 2019-2032 (USD Billion)
7.4. Retail
- 7.4.1. Global Anomaly Detection Market, by Retail, by Region, 2019-2032 (USD Billion)
7.5. IT & Telecom
- 7.5.1. Global Anomaly Detection Market, by IT & Telecom, by Region, 2019-2032 (USD Billion)
7.6. Healthcare
- 7.6.1. Global Anomaly Detection Market, by Healthcare, by Region, 2019-2032 (USD Billion)
7.7. Manufacturing
- 7.7.1. Global Anomaly Detection Market, by Manufacturing, by Region, 2019-2032 (USD Billion)
7.8. Government & Defense
- 7.8.1. Global Anomaly Detection Market, by Government & Defense, by Region, 2019-2032 (USD Billion)
7.9. Others
- 7.9.1. Global Anomaly Detection Market, by Others, by Region, 2019-2032 (USD Billion)

8. Global Anomaly Detection Market, by Technology

8.1. Key Findings
8.2. Introduction
- 8.2.1. Global Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
8.3. Machine Learning & Artificial Intelligence
- 8.3.1. Global Anomaly Detection Market, by Machine Learning & Artificial Intelligence, by Region, 2019-2032 (USD Billion)
8.4. Big Data Analytics
- 8.4.1. Global Anomaly Detection Market, by Big Data Analytics, by Region, 2019-2032 (USD Billion)
8.5. Business Intelligence & Data Mining
- 8.5.1. Global Anomaly Detection Market, by Business Intelligence & Data Mining, by Region, 2019-2032 (USD Billion)

9. Global Anomaly Detection Market, by Geography

9.1. Key findings
9.2. Introduction
- 9.2.1. Anomaly Detection Market Assessment, By Geography, 2019-2032 (USD Billion)
9.3. Anomaly Detection Market - North America
- 9.3.1. North America: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
- 9.3.2. North America: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
- 9.3.3. North America: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
- 9.3.4. North America: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.3.5. Anomaly Detection Market - U.S.
  - 9.3.5.1. U.S.: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.3.5.2. U.S.: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.3.5.3. U.S.: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.3.5.4. U.S.: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.3.6. Anomaly Detection Market - Canada
  - 9.3.6.1. Canada: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.3.6.2. Canada: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.3.6.3. Canada: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.3.6.4. Canada: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
9.4. Anomaly Detection Market - Europe
- 9.4.1. Europe: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
- 9.4.2. Europe: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
- 9.4.3. Europe: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
- 9.4.4. Europe: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.4.5. Anomaly Detection Market - UK
  - 9.4.5.1. UK: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.4.5.2. UK: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.4.5.3. UK: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.4.5.4. UK: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.4.6. Anomaly Detection Market - France
  - 9.4.6.1. France: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.4.6.2. France: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.4.6.3. France: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.4.6.4. France: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.4.7. Anomaly Detection Market - Germany
  - 9.4.7.1. Germany: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.4.7.2. Germany: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.4.7.3. Germany: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.4.7.4. Germany: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.4.8. Anomaly Detection Market - Italy
  - 9.4.8.1. Italy: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.4.8.2. Italy: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.4.8.3. Italy: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.4.8.4. Italy: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.4.9. Anomaly Detection Market - Spain
  - 9.4.9.1. Spain: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.4.9.2. Spain: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.4.9.3. Spain: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.4.9.4. Spain: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.4.10. Anomaly Detection Market - Netherlands
  - 9.4.10.1. Netherlands: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.4.10.2. Netherlands: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.4.10.3. Netherlands: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.4.10.4. Netherlands: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.4.11. Anomaly Detection Market - Russia
  - 9.4.11.1. Russia: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.4.11.2. Russia.: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.4.11.3. Russia: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.4.11.4. Russia: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
9.5. Anomaly Detection Market - Asia Pacific
- 9.5.1. Asia Pacific: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
- 9.5.2. Asia Pacific: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
- 9.5.3. Asia Pacific: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
- 9.5.4. Asia Pacific: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.5.5. Anomaly Detection Market - China
  - 9.5.5.1. China: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.5.5.2. China.: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.5.5.3. China: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.5.5.4. China: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.5.6. Anomaly Detection Market - India
  - 9.5.6.1. India: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.5.6.2. India.: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.5.6.3. India: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.5.6.4. India: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.5.7. Anomaly Detection Market - Japan
  - 9.5.7.1. Japan: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.5.7.2. Japan.: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.5.7.3. Japan: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.5.7.4. Japan: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.5.8. Anomaly Detection Market - Malaysia
  - 9.5.8.1. Malaysia: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.5.8.2. Malaysia.: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.5.8.3. Malaysia: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.5.8.4. Malaysia: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.5.9. Anomaly Detection Market - Indonesia
  - 9.5.9.1. Indonesia: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.5.9.2. Indonesia.: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.5.9.3. Indonesia: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.5.9.4. Indonesia: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.5.10. Anomaly Detection Market - South Korea
  - 9.5.10.1. South Korea: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.5.10.2. South Korea.: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.5.10.3. South Korea: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.5.10.4. South Korea: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
9.6. Anomaly Detection Market - Middle East & Africa
- 9.6.1. Middle East & Africa: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
- 9.6.2. Middle East & Africa: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
- 9.6.3. Middle East & Africa: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
- 9.6.4. Middle East & Africa: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.6.5. Anomaly Detection Market - Saudi Arabia
  - 9.6.5.1. Saudi Arabia: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.6.5.2. Saudi Arabia: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.6.5.3. Saudi Arabia: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.6.5.4. Saudi Arabia: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.6.6. Anomaly Detection Market - South Africa
  - 9.6.6.1. South Africa: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.6.6.2. South Africa: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.6.6.3. South Africa: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.6.6.4. South Africa: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.6.7. Anomaly Detection Market - Israel
  - 9.6.7.1. Israel: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.6.7.2. Israel: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.6.7.3. Israel: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.6.7.4. Israel: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.6.8. Anomaly Detection Market - UAE
  - 9.6.8.1. UAE: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.6.8.2. UAE: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.6.8.3. UAE: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.6.8.4. UAE: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
9.7. Anomaly Detection Market - Latin America
- 9.7.1. Latin America: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
- 9.7.2. Latin America: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
- 9.7.3. Latin America: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
- 9.7.4. Latin America: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.7.5. Anomaly Detection Market - Mexico
  - 9.7.5.1. Mexico: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.7.5.2. Mexico: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.7.5.3. Mexico: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.7.5.4. Mexico: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.7.6. Anomaly Detection Market - Brazil
  - 9.7.6.1. Brazil: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.7.6.2. Brazil: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.7.6.3. Brazil: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.7.6.4. Brazil: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)
- 9.7.7. Anomaly Detection Market - Argentina
  - 9.7.7.1. Argentina: Anomaly Detection Market, by Component, 2019-2032 (USD Billion)
  - 9.7.7.2. Argentina: Anomaly Detection Market, by Technology, 2019-2032 (USD Billion)
  - 9.7.7.3. Argentina: Anomaly Detection Market, by Deployment, 2019-2032 (USD Billion)
  - 9.7.7.4. Argentina: Anomaly Detection Market, by End-use, 2019-2032 (USD Billion)

10. Competitive Landscape

10.1. Expansion and Acquisition Analysis
- 10.1.1. Expansion
- 10.1.2. Acquisitions
10.2. Partnerships/Collaborations/Agreements/Exhibitions

11. Company Profiles

11.1. Amazon Web Services
- 11.1.1. Company Overview
- 11.1.2. Financial Performance
- 11.1.3. Product Benchmarking
- 11.1.4. Recent Development
11.2. Anodot
- 11.2.1. Company Overview
- 11.2.2. Financial Performance
- 11.2.3. Product Benchmarking
- 11.2.4. Recent Development
11.3. Broadcom
- 11.3.1. Company Overview
- 11.3.2. Financial Performance
- 11.3.3. Product Benchmarking
- 11.3.4. Recent Development
11.4. Cisco Systems
- 11.4.1. Company Overview
- 11.4.2. Financial Performance
- 11.4.3. Product Benchmarking
- 11.4.4. Recent Development
11.5. Dell Technologies
- 11.5.1. Company Overview
- 11.5.2. Financial Performance
- 11.5.3. Product Benchmarking
- 11.5.4. Recent Development
11.6. Dynatrace
- 11.6.1. Company Overview
- 11.6.2. Financial Performance
- 11.6.3. Product Benchmarking
- 11.6.4. Recent Development
11.7. GURUCUL
- 11.7.1. Company Overview
- 11.7.2. Financial Performance
- 11.7.3. Product Benchmarking
- 11.7.4. Recent Development
11.8. Happiest Minds
- 11.8.1. Company Overview
- 11.8.2. Financial Performance
- 11.8.3. Product Benchmarking
- 11.8.4. Recent Development
11.9. Hewlett Packard Enterprise Company
- 11.9.1. Company Overview
- 11.9.2. Financial Performance
- 11.9.3. Product Benchmarking
- 11.9.4. Recent Development
11.10. International Business Machines
- 11.10.1. Company Overview
- 11.10.2. Financial Performance
- 11.10.3. Product Benchmarking
- 11.10.4. Recent Development
11.11. LogRhythm
- 11.11.1. Company Overview
- 11.11.2. Financial Performance
- 11.11.3. Product Benchmarking
- 11.11.4. Recent Development
11.12. Microsoft Corp
- 11.12.1. Company Overview
- 11.12.2. Financial Performance
- 11.12.3. Product Benchmarking
- 11.12.4. Recent Development
11.13. SAS Institute
- 11.13.1. Company Overview
- 11.13.2. Financial Performance
- 11.13.3. Product Benchmarking
- 11.13.4. Recent Development
11.14. Splunk
- 11.14.1. Company Overview
- 11.14.2. Financial Performance
- 11.14.3. Product Benchmarking
- 11.14.4. Recent Development
11.15. Trend Micro
- 11.15.1. Company Overview
- 11.15.2. Financial Performance
- 11.15.3. Product Benchmarking
- 11.15.4. Recent Development

異常検知の世界市場：シェア、規模、動向、産業分析レポート - 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、2023～2032年

Anomaly Detection Market Share, Size, Trends, Industry Analysis Report, By Deployment (Cloud, On-premise); By Component (Solution, Services); By Technology (Big Data Analytics, ML & AI); By End-use; And Segment Forecasts, 2023 - 2032

異常検知市場のレポートハイライト

目次

第1章イントロダクション

第2章エグゼクティブサマリー

第3章調査手法

第4章世界の異常検知市場の洞察

第5章世界の異常検知市場、コンポーネント別

第6章世界の異常検知市場：展開別

第7章世界の異常検知市場、最終用途別

第8章世界の異常検知市場、技術別

第9章世界の異常検知市場、地域別

第10章競合情勢

第11章企業プロファイル

List of Tables

List of Figures

Anomaly Detection Market Report Highlights

Anomaly Detection, Component Outlook (Revenue - USD Billion, 2023 - 2032)

Anomaly Detection, Deployment Outlook (Revenue - USD Billion, 2023 - 2032)

Anomaly Detection, Technology Outlook (Revenue - USD Billion, 2023 - 2032)

Anomaly Detection, End Use Outlook (Revenue - USD Billion, 2023 - 2032)

Anomaly Detection, Regional Outlook (Revenue - USD Billion, 2023 - 2032)

Table of Contents

1. Introduction

2. Executive Summary

3. Research Methodology

4. Global Anomaly Detection Market Insights

5. Global Anomaly Detection Market, by Component

6. Global Anomaly Detection Market, by Deployment

7. Global Anomaly Detection Market, by End-use

8. Global Anomaly Detection Market, by Technology

9. Global Anomaly Detection Market, by Geography

10. Competitive Landscape

11. Company Profiles

異常検知の世界市場：シェア、規模、動向、産業分析レポート - 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、2023～2032年

Anomaly Detection Market Share, Size, Trends, Industry Analysis Report, By Deployment (Cloud, On-premise); By Component (Solution, Services); By Technology (Big Data Analytics, ML & AI); By End-use; And Segment Forecasts, 2023 - 2032

異常検知市場のレポートハイライト

目次

第1章 イントロダクション

第2章 エグゼクティブサマリー

第3章 調査手法

第4章 世界の異常検知市場の洞察

第5章 世界の異常検知市場、コンポーネント別

第6章 世界の異常検知市場：展開別

第7章 世界の異常検知市場、最終用途別

第8章 世界の異常検知市場、技術別

第9章 世界の異常検知市場、地域別

第10章 競合情勢

第11章 企業プロファイル

List of Tables

List of Figures

Anomaly Detection Market Report Highlights

Anomaly Detection, Component Outlook (Revenue - USD Billion, 2023 - 2032)

Anomaly Detection, Deployment Outlook (Revenue - USD Billion, 2023 - 2032)

Anomaly Detection, Technology Outlook (Revenue - USD Billion, 2023 - 2032)

Anomaly Detection, End Use Outlook (Revenue - USD Billion, 2023 - 2032)

Anomaly Detection, Regional Outlook (Revenue - USD Billion, 2023 - 2032)

Table of Contents

1. Introduction

2. Executive Summary

3. Research Methodology

4. Global Anomaly Detection Market Insights

5. Global Anomaly Detection Market, by Component

6. Global Anomaly Detection Market, by Deployment

7. Global Anomaly Detection Market, by End-use

8. Global Anomaly Detection Market, by Technology

9. Global Anomaly Detection Market, by Geography

10. Competitive Landscape

11. Company Profiles

第1章イントロダクション

第2章エグゼクティブサマリー

第3章調査手法

第4章世界の異常検知市場の洞察

第5章世界の異常検知市場、コンポーネント別

第6章世界の異常検知市場：展開別

第7章世界の異常検知市場、最終用途別

第8章世界の異常検知市場、技術別

第9章世界の異常検知市場、地域別

第10章競合情勢

第11章企業プロファイル