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市場調查報告書
商品編碼
1610696

異常檢測市場規模、佔有率、成長分析、按組件、按技術、按網路行為、按用戶行為、按部署類型、按最終用途、按地區 - 行業預測，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個工作天內

價格
簡介目錄

異常檢測的全球市場規模預計到2022年為50.4億美元，從2023年的58.8億美元成長到2031年的171.2億美元，預測期（2024-2031年）預計複合年成長率為16.5%。

由於各行業的安全需求不斷增加，以及來自物聯網設備、線上交易和社交媒體的資料量迅速增加，異常檢測市場在資料分析行業中正在迅速發展。隨著網路安全威脅和監管要求的增加，越來越多的公司，尤其是醫療保健和金融業的公司，正在採用異常檢測系統來保護敏感資訊並遵守嚴格的監控義務。然而，高昂的實施成本、資料複雜性和缺乏熟練的專業人員可能會限制市場的成長。資料的複雜性也可能導致誤報等挑戰，使小型企業不願投資這些技術。然而，隨著它與巨量資料解決方案更加整合並擴展其跨行業應用，市場可能會擴大。

目錄

介紹

  • 研究目的
  • 調查範圍
  • 定義

調查方法

  • 資訊採購
  • 二手資料和主要資料方法
  • 市場規模預測
  • 市場假設與限制

執行摘要

  • 全球市場展望
  • 供需趨勢分析
  • 按細分市場的機會分析

市場動態及展望

  • 市場概況
  • 市場規模
  • 市場動態
    • 促進因素和機遇
    • 限制因素和挑戰
  • 波特分析及影響
    • 競爭公司之間的敵對關係
    • 替代品的威脅
    • 買方議價能力
    • 新進入者的威脅
    • 供應商的議價能力

主要市場考察

  • 關鍵成功因素
  • 競爭程度
  • 主要投資機會
  • 市場生態系統
  • 市場吸引力指數（2023）
  • PESTEL分析
  • 總體經濟指標
  • 價值鏈分析
  • 技術進步
  • 監管環境
  • 案例研究

異常檢測市場規模：按組件和複合年成長率（2024-2031）

  • 市場概況
  • 解決方案
    • 網路行為異常檢測
    • 使用者行為異常檢測
  • 服務
    • 專業服務
    • 託管服務

異常檢測市場規模：依技術及複合年成長率（2024-2031）

  • 市場概況
  • 巨量資料分析
  • 資料探勘和商業智慧
  • 機器學習和人工智慧

異常檢測市場規模：依網路行為及複合年成長率（2024-2031）

  • 市場概況
  • 網路流量分析
  • 網路智慧與安全
  • 風險緩解和管理

異常檢測市場規模：依使用者行為及複合年成長率（2024-2031）

  • 市場概況
  • 身分和存取管理 (IAM)
  • 威脅情報和管理
  • 預防資料外泄(DLP)
  • 安全資訊和事件管理 (SIEM)

異常檢測市場規模：依部署類型和複合年成長率（2024-2031）

  • 市場概況
  • 雲
  • 本地
  • 混合

異常檢測市場規模：依最終用途及複合年成長率（2024-2031）

  • 市場概況
  • 銀行金融服務保險 (BFSI)
  • 零售
  • 製造業
  • 資訊科技和通訊
  • 國防和政府
  • 衛生保健
  • 其他

異常檢測市場規模及複合年成長率（2024-2031）

  • 北美洲
    • 美國
    • 加拿大
  • 歐洲
    • 英國
    • 德國
    • 西班牙
    • 法國
    • 義大利
    • 其他歐洲國家地區
  • 亞太地區
    • 中國
    • 印度
    • 日本
    • 韓國
    • 其他亞太地區
  • 拉丁美洲
    • 巴西
    • 其他拉丁美洲地區
  • 中東/非洲
    • 海灣合作理事會國家
    • 南非
    • 其他中東/非洲

競爭資訊

  • 前5名企業對比
  • 主要企業市場定位（2023年）
  • 主要市場參與者所採取的策略
  • 近期市場趨勢
  • 公司市場佔有率分析（2023）
  • 主要企業簡介
    • 公司簡介
    • 產品系列分析
    • 按細分市場分類的佔有率分析
    • 收益與前一年同期比較（2021-2023）

主要企業簡介

  • 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

結論和建議

簡介目錄
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