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封面
市场调查报告书
商品编码
1610696

异常检测市场规模、份额、成长分析、按组件、按技术、按网路行为、按用户行为、按部署类型、按最终用途、按地区 - 行业预测，2024-2031 年

Anomaly Detection Market Size, Share, Growth Analysis, By Component, By Technology, By Network Behavior, By User Behavior, By Deployment Type, By End-Use, By Region - Industry Forecast 2024-2031
出版日期: | 出版商: SkyQuest | 英文 201 Pages | 商品交期: 3-5个工作天内

价格
简介目录

异常检测的全球市场规模预计到2022年为50.4亿美元，从2023年的58.8亿美元增长到2031年的171.2亿美元，预测期（2024-2031年）预计复合年增长率为16.5%。

由于各行业的安全需求不断增加，以及来自物联网设备、线上交易和社交媒体的资料量迅速增加，异常检测市场在资料分析行业中正在迅速发展。随着网路安全威胁和监管要求的增加，越来越多的公司，尤其是医疗保健和金融业的公司，正在采用异常检测系统来保护敏感资讯并遵守严格的监控义务。然而，高昂的实施成本、资料复杂性和缺乏熟练的专业人员可能会限制市场的成长。资料的复杂性也可能导致误报等挑战，使小型企业不愿投资这些技术。然而，随着它与巨量资料解决方案更加整合并扩展其跨行业应用，市场可能会扩大。

目录

介绍

  • 研究目的
  • 调查范围
  • 定义

调查方法

  • 资讯采购
  • 二手资料和主要资料方法
  • 市场规模预测
  • 市场假设与限制

执行摘要

  • 全球市场展望
  • 供需趋势分析
  • 按细分市场的机会分析

市场动态及展望

  • 市场概况
  • 市场规模
  • 市场动态
    • 驱动因素和机会
    • 限制因素和挑战
  • 波特分析及影响
    • 竞争公司之间的敌对关係
    • 替代品的威胁
    • 买方议价能力
    • 新进入者的威胁
    • 供应商的议价能力

主要市场考察

  • 关键成功因素
  • 竞争程度
  • 主要投资机会
  • 市场生态系统
  • 市场吸引力指数（2023）
  • PESTEL分析
  • 总体经济指标
  • 价值链分析
  • 技术进步
  • 监管环境
  • 案例研究

异常检测市场规模：按组件和复合年增长率（2024-2031）

  • 市场概况
  • 解决方案
    • 网路行为异常检测
    • 使用者行为异常检测
  • 服务
    • 专业服务
    • 託管服务

异常检测市场规模：依技术及复合年增长率（2024-2031）

  • 市场概况
  • 巨量资料分析
  • 资料探勘和商业智慧
  • 机器学习和人工智慧

异常检测市场规模：依网路行为及复合年增长率（2024-2031）

  • 市场概况
  • 网路流量分析
  • 网路智慧与安全
  • 风险缓解和管理

异常检测市场规模：依使用者行为及复合年增长率（2024-2031）

  • 市场概况
  • 身分和存取管理 (IAM)
  • 威胁情报和管理
  • 预防资料外泄(DLP)
  • 安全资讯和事件管理 (SIEM)

异常检测市场规模：依部署类型和复合年增长率（2024-2031）

  • 市场概况
  • 云
  • 本地
  • 混合

异常检测市场规模：依最终用途及复合年增长率（2024-2031）

  • 市场概况
  • 银行金融服务保险 (BFSI)
  • 零售
  • 製造业
  • 资讯科技和通讯
  • 国防和政府
  • 卫生保健
  • 其他的

异常检测市场规模及复合年增长率（2024-2031）

  • 北美洲
    • 美国
    • 加拿大
  • 欧洲
    • 英国
    • 德国
    • 西班牙
    • 法国
    • 义大利
    • 其他欧洲国家地区
  • 亚太地区
    • 中国
    • 印度
    • 日本
    • 韩国
    • 其他亚太地区
  • 拉丁美洲
    • 巴西
    • 其他拉丁美洲地区
  • 中东/非洲
    • 海湾合作委员会国家
    • 南非
    • 其他中东/非洲

竞争资讯

  • 前5名企业对比
  • 主要企业市场定位（2023年）
  • 主要市场参与者所采取的策略
  • 近期市场趋势
  • 公司市场占有率分析（2023）
  • 主要企业简介
    • 公司简介
    • 产品系列分析
    • 按细分市场分類的份额分析
    • 收益与前一年同期比较（2021-2023）

主要企业简介

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

结论和建议

简介目录
Product Code: SQMIG45D2116

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