Anomaly Detection Market Size Worth $21.21 Billion By 2032 | CAGR: 16.40%

Anomaly Detection Market Size Worth $21.21 Billion By 2032 | CAGR: 16.40%

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, 2024 - 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.

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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

Anomaly Detection Market Report Scope

Report Attributes


Market size value in 2024

USD 6.27 billion

Revenue forecast in 2032

USD 21.21 billion


16.40% from 2024 – 2032

Base year


Historical data

2019 – 2022

Forecast period

2024 – 2032

Quantitative units

Revenue in USD billion and CAGR from 2024 to 2032

Segments covered

By Component, By Deployment, By Technology, By End Use, By Region

Regional scope

North America, Europe, Asia Pacific, Latin America; Middle East & Africa


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  • Industry outlook
  • Competitive landscape
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