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1388066

全球異常檢測市場：份額、規模、趨勢、行業分析報告-按部署、按組件、按技術、按最終用途、細分市場預測，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
出版日期: | 出版商: Polaris Market Research | 英文 116 Pages | 商品交期: 最快1-2個工作天內

價格

到 2032 年，全球異常檢測市場規模預計將達到 212.1 億美元。 該研究報告提供了對當前市場動態的詳細洞察，並對未來市場成長進行了分析。

由於深度學習和機器學習技術的進步徹底改變了異常檢測，市場正在見證成長。 生成對抗網路（GAN）、變分自動編碼器（Vaes）和循環神經網路（RNN）正在研究中。 這些先進技術可以更準確、更有效率地識別不同系統中的異常情況。 此外，對大規模資料儲存和即時分析的需求不斷增長也推動了這些系統的採用。

在當今動態的網路安全環境中，企業面臨各種網路威脅，包括惡意軟體、勒索軟體和安全漏洞。 保持完整的隱私和安全是物聯網 (IoT) 和網路物理系統 (CP) 等先進資訊系統中的一項挑戰。 因此，業界必須持續檢測並回應網路威脅和異常，以有效監控隱私問題並提高安全意識。 針對CP的網路攻擊可能會對經濟、實體基礎設施和環境安全產生嚴重影響，對人們造成嚴重風險。

不斷變化的網路安全情勢導致多個行業基於行為的技術的採用大幅增加。 組織認識到仔細檢查系統、使用者和網路實體的行為和活動以在早期階段檢測網路威脅的重要性。 基於行為的偵測專門用於偵測高階網路攻擊，包括進階持續性威脅和內部威脅，並增強組織系統的安全性。 對分析網路物理實體行為的需求不斷增長預計將推動各個地區的市場成長。

異常檢測市場報告亮點

由於參與惡意活動的個人造成的內部威脅案件不斷增加，解決方案部門將佔據最大份額。

雲端產業錄得穩定成長，主要得益於跨國企業採用率的提高以及雲端運算的進步。

由於需要新時代先進演算法的複雜資料集的增加，機器學習和人工智慧領域錄得穩定的成長速度。

由於創新公司的存在以及該領域投資的增加，北美在市場上佔據主導地位。

目錄

第 1 章簡介

第 2 章執行摘要

第 3 章研究方法

第 4 章全球異常檢測市場洞察

  • 異常檢測 - 產業快照
  • 異常檢測的市場動態
    • 促進因素和機會
    • 抑制因素和挑戰
  • PESTLE分析
  • 異常檢測產業的趨勢
  • 價值鏈分析
  • COVID-19 感染的影響分析

第 5 章全球異常檢測市場（按組成部分）

  • 主要發現
  • 簡介
  • 解決方案
  • 服務

第 6 章全球異常檢測市場：依發展劃分

  • 主要發現
  • 簡介
  • 雲端
  • 本地

第 7 章全球異常檢測市場，依最終用途劃分

  • 主要發現
  • 簡介
  • BFSI
  • 零售
  • IT/通信
  • 醫療保健
  • 製造業
  • 政府/國防部
  • 其他

第 8 章全球異常檢測市場（按技術）

  • 主要發現
  • 簡介
  • 機器學習/人工智慧
  • 大數據分析
  • 商業智慧/資料探勘

第 9 章全球異常檢測市場（按地區）

  • 主要發現
  • 簡介
    • 2019-2032 年異常檢測市場評估（按地區）
  • 異常檢測市場 - 北美
    • 北美：2019-2032 年異常檢測市場（按組成部分）
    • 北美：2019-2032 年異常檢測市場（按技術）
    • 北美：2019-2032 年異常檢測市場（依部署狀況）
    • 北美：異常檢測市場（依最終用途），2019-2032 年
    • 異常檢測市場 - 美國
    • 異常檢測市場 - 加拿大
  • 異常檢測市場 - 歐洲
    • 歐洲：2019-2032 年異常檢測市場（按組成部分）
    • 歐洲：異常檢測市場（按技術），2019-2032 年
    • 歐洲：2019-2032 年異常檢測市場（依部署狀況）
    • 歐洲：異常檢測市場（依最終用途），2019-2032 年
    • 異常檢測市場 - 英國
    • 異常檢測市場 - 法國
    • 異常檢測市場 - 德國
    • 異常檢測市場 - 義大利
    • 異常檢測市場 - 西班牙
    • 異常檢測市場 - 荷蘭
    • 異常檢測市場 - 俄羅斯
  • 異常檢測市場 - 亞太地區
    • 亞太地區：2019-2032 年異常檢測市場（依組成部分）
    • 亞太地區：異常檢測市場（按技術），2019-2032 年
    • 亞太地區：2019-2032 年異常檢測市場（依部署狀況）
    • 亞太地區：異常檢測市場（依最終用途），2019-2032 年
    • 異常檢測市場 - 中國
    • 異常檢測市場 - 印度
    • 異常檢測市場 - 日本
    • 異常檢測市場 - 馬來西亞
    • 異常檢測市場 - 印度尼西亞
    • 異常檢測市場 - 韓國
  • 異常檢測市場 - 中東/非洲
    • 中東和非洲：2019-2032 年異常檢測市場（按組成部分）
    • 中東和非洲：異常檢測市場（按技術），2019-2032 年
    • 中東和非洲：2019-2032 年異常檢測市場（依部署情況）
    • 中東和非洲：異常檢測市場（以最終用途），2019-2032 年
    • 異常檢測市場 - 沙烏地阿拉伯
    • 異常檢測市場 - 南非
    • 異常檢測市場 - 以色列
    • 異常檢測市場 - 阿拉伯聯合大公國
  • 異常檢測市場 - 拉丁美洲
    • 拉丁美洲：2019-2032 年異常檢測市場（按組成部分）
    • 拉丁美洲：異常檢測市場（按技術），2019-2032 年
    • 拉丁美洲：2019-2032 年異常檢測市場（依部署狀況）
    • 拉丁美洲：異常檢測市場（依最終用途），2019-2032 年
    • 異常檢測市場 - 墨西哥
    • 異常檢測市場 - 巴西
    • 異常檢測市場 - 阿根廷

第 10 章競爭態勢

  • 擴張與收購分析
    • 擴大
    • 收購
  • 夥伴關係/協作/協議/揭露

第 11 章公司簡介

  • 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
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

Table of Contents

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

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)