이상 탐지 시장 규모, 점유율, 성장 분석 : 컴포넌트별, 기술별, 네트워크 행동별, 사용자 행동별, 도입 유형별, 최종 용도별, 지역별 - 산업 예측(2024-2031년)

Global Anomaly Detection Market size was valued at USD 5.04 Billion in 2022 and is poised to grow from USD 5.88 Billion in 2023 to USD 17.12 Billion by 2031, growing at a CAGR of 16.5% in the forecast period (2024-2031).

The anomaly detection market is rapidly evolving within the data analytics industry, driven by heightened security needs across various sectors and the surge in data volumes from IoT devices, online transactions, and social media. With rising cybersecurity threats and regulatory requirements, organizations are increasingly adopting anomaly detection systems to safeguard sensitive information and comply with strict monitoring mandates, particularly in healthcare and finance. However, market growth may be tempered by significant implementation costs, data complexity, and a shortage of skilled professionals. The sophisticated nature of data can lead to challenges such as false positives, deterring smaller and mid-sized businesses from investing in these technologies. Nonetheless, the market is set to expand as it integrates with big data solutions and expands its applications across industries.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Anomaly Detection market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Anomaly Detection Market Segmental Analysis

Global Anomaly Detection Market is segmented by Component, Technology, Network Behavior, User Behavior, Deployment Type, End-Use and region. Based on Component, the market is segmented into Solutions (Network behavior anomaly detection, User behavior anomaly detection), Services (Professional services, Managed services). Based on Technology, the market is segmented into Big data analytics, Data mining and business intelligence, Machine learning and artificial intelligence. Based on Network Behavior, the market is segmented into Network traffic analysis, Network intelligence and security, Risk mitigation and management. Based on User Behavior, the market is segmented into Identity and Access Management (IAM), Threat intelligence and management, Data Loss Prevention (DLP), Security Information and Event Management (SIEM). Based on Deployment Type, the market is segmented into Cloud, On-premises, Hybrid. Based on End-Use, the market is segmented into Banking, Financial Services, and Insurance (BFSI), Retail, Manufacturing, IT and telecom, Defense and government, Healthcare, Others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & and Africa.

Driver of the Global Anomaly Detection Market

The Global Anomaly Detection market is significantly driven by the escalating demand for regulatory compliance across various industries. Sectors such as telecommunications, healthcare, and finance are facing stringent regulations, which require robust reporting and monitoring systems to ensure data security and integrity. Effective anomaly detection solutions empower organizations to conduct thorough audits, facilitating adherence to essential regulations, including PCI DSS, GDPR, and HIPAA. As businesses strive to meet these compliance mandates, the necessity for reliable anomaly detection mechanisms becomes increasingly crucial, thereby propelling market growth and enhancing operational efficiency in managing compliance-related challenges.

Restraints in the Global Anomaly Detection Market

One of the significant constraints impacting the global anomaly detection market is the issue of data privacy and compliance. The process of collecting and analyzing vast amounts of data raises serious concerns regarding data security and privacy, particularly in light of stringent regulations such as HIPAA and GDPR. Organizations are required to meet these compliance standards, which can complicate the implementation of effective anomaly detection solutions. Furthermore, apprehensions surrounding data misuse may deter businesses from fully embracing these technologies, as stakeholders prioritize safeguarding sensitive information and maintaining user trust over the potential benefits of advanced anomaly detection systems.

Market Trends of the Global Anomaly Detection Market

The Global Anomaly Detection market is witnessing a significant trend towards real-time detection capabilities, driven by the exponential growth of data generated across various devices and sources. As businesses increasingly seek rapid insights to proactively address potential threats, risks, and operational challenges, the demand for advanced technologies that facilitate immediate data processing and analysis is surging. This trend is particularly pronounced in the IT security sector, where rapid detection can substantially reduce vulnerabilities and enhance overall risk management. Consequently, the market is evolving to prioritize solutions that offer swift, intelligent responses to anomalies, making real-time detection a critical component of modern data strategies.

Table of Contents

Introduction

• Objectives of the Study
• Scope of the Report
• Definitions

Research Methodology

• Information Procurement
• Secondary & Primary Data Methods
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Global Market Outlook
• Supply & Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Overview
• Market Size
• Market Dynamics
  • Driver & Opportunities
  • Restraints & Challenges
• Porters Analysis & Impact
  • Competitive rivalry
  • Threat of substitute
  • Bargaining power of buyers
  • Threat of new entrants
  • Bargaining power of suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Top Investment Pockets
• Market Ecosystem
• Market Attractiveness Index, 2023
• PESTEL Analysis
• Macro-Economic Indicators
• Value Chain Analysis
• Technological Advancement
• Regulatory Landscape
• Case Studies

Global Anomaly Detection Market Size by Component & CAGR (2024-2031)

• Market Overview
• Solutions
  • Network behavior anomaly detection
  • User behavior anomaly detection
• Services
  • Professional services
  • Managed services

Global Anomaly Detection Market Size by Technology & CAGR (2024-2031)

• Market Overview
• Big data analytics
• Data mining and business intelligence
• Machine learning and artificial intelligence

Global Anomaly Detection Market Size by Network Behavior & CAGR (2024-2031)

• Market Overview
• Network traffic analysis
• Network intelligence and security
• Risk mitigation and management

Global Anomaly Detection Market Size by User Behavior & CAGR (2024-2031)

• Market Overview
• Identity and Access Management (IAM)
• Threat intelligence and management
• Data Loss Prevention (DLP)
• Security Information and Event Management (SIEM)

Global Anomaly Detection Market Size by Deployment Type & CAGR (2024-2031)

• Market Overview
• Cloud
• On-premises
• Hybrid

Global Anomaly Detection Market Size by End-Use & CAGR (2024-2031)

• Market Overview
• Banking, Financial Services, and Insurance (BFSI)
• Retail
• Manufacturing
• IT and telecom
• Defense and government
• Healthcare
• Others

Global Anomaly Detection Market Size & CAGR (2024-2031)

• North America, (Component, Technology, Network Behavior, User Behavior, Deployment Type, End-Use)
  • US
  • Canada
• Europe, (Component, Technology, Network Behavior, User Behavior, Deployment Type, End-Use)
  • UK
  • Germany
  • Spain
  • France
  • Italy
  • Rest of Europe
• Asia-Pacific, (Component, Technology, Network Behavior, User Behavior, Deployment Type, End-Use)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia Pacific
• Latin America, (Component, Technology, Network Behavior, User Behavior, Deployment Type, End-Use)
  • Brazil
  • Rest of Latin America
• Middle East & Africa, (Component, Technology, Network Behavior, User Behavior, Deployment Type, End-Use)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2023
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2023
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2021-2023)

Key Company Profiles

• Verint Systems Inc.
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Broadcom Inc.
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microsoft Corporation
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Cisco Systems Inc.
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• IBM Corporation
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Wipro Limited
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Trend Micro Incorporated
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAS Institute Inc.
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Happiest Minds Technologies Pvt. Ltd.
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Darktrace
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Splunk Inc.
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Sumo Logic Inc.
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Vectra AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Dataminr
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Clarifai
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Nexthink
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Feedzai
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendation