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異常檢測市場規模、份額和趨勢分析報告：按部署、按組件、按技術、按最終用途、細分市場預測，2023-2030 年
市場調查報告書
商品編碼
1301289

異常檢測市場規模、份額和趨勢分析報告：按部署、按組件、按技術、按最終用途、細分市場預測，2023-2030 年

Anomaly Detection Market Size, Share & Trends Analysis Report By Deployment (Cloud, On-premise), By Component (Solution, Services), By Technology (Big Data Analytics, ML & AI), By End-use (BFSI, Retail), And Segment Forecasts, 2023 - 2030
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10個工作天內

價格

異常檢測市場增長和趨勢

根據 Grand View Research, Inc. 最新報告，2023 年至 2030 年，全球異常檢測市場規模將以 16.5% 的複合年增長率增長，到 2030 年將達到 145.9 億美元，預計將達到美元。

深度學習和機器學習技術的不斷進步正在支持市場的增長。 傳統的統計方法正在被生成對抗網絡（GAN）、變分自動編碼器（Vaes）和循環神經網絡（RNN）等現代方法所取代，這些方法增強了各□□種系統中異常情況的識別能力。 此外，對大容量數據存儲和實時數據分析不斷增長的需求正在推動異常檢測系統的採用。 在線算法、增量學習方法和滑動窗口技術是各部門使用的最新的基於批量的異常檢測技術，以有效地傳輸數據。

在當今不斷發展的網絡安全環境中，企業面臨著各種網絡攻擊，包括惡意軟件、勒索軟件和其他安全漏洞。 完全消除先進信息系統（包括物聯網（IoT）和網絡物理系統（CP））的隱私問題幾乎是不可能的。 這使得各行業必須不斷識別網絡威脅和異常情況，以跟蹤隱私問題並提供安全意識。 對CP的網絡攻擊可能對其公民的經濟、人身和環境安全造成嚴重後果。 例如，2021年，美國最大、最重要的石油管道之一殖民地管道遭到襲擊，切斷了對東海岸的燃料供應。

2022 年德國國內燃料分配系統還遭受了最具破壞性的網絡攻擊，摧毀了石油行業中大部分觀察到的黑客攻擊。 展望未來，為了及早發現並減輕此類網絡攻擊，該行業必須克服異常現象，刺激市場需求。 此外，不斷發展的網絡安全格局對整個行業基於行為的異常檢測技術產生了巨大的需求。 組織應重點分析系統、用戶和網絡實體的行為和活動，以便及早識別網絡威脅。 基於行為的異常檢測側重於捕獲高級網絡攻擊，包括高級持續威脅和內部威脅，從而保護組織的各種系統。 分析網絡物理實體行為的需求不斷增長預計將推動各地區的市場增長。

異常檢測市場報告亮點

  • 到 2022 年，解決方案部門將佔據最大的收入份額，達到 69.0%，並且預計在預測期內將保持其主導地位。 這是因為組織內部越來越需要檢測涉及內部員工和用戶未經授權和惡意行為的內部威脅。
  • 預計雲細分市場在預測期內的複合年增長率為 17.8%。 隨著雲上運行的應用程序數量不斷增加，組織必須採用異常檢測來保護雲計算的動態環境。
  • 機器學習和人工智能領域預計在預測期內將以 18.7% 的複合年增長率大幅增長。 異常檢測中的機器學習和人工智能技術可以檢測網絡流量、金融交易和醫療數據等複雜領域的異常情況。 在如此復雜的區域檢測威脅預計將推動該領域的增長。
  • 由於了解和分析 IT 和電信系統內用戶行為模式的需求日益增長，IT 和電信領域預計在預測期內復合年增長率為 18.7%。 此外，識別欺詐性金融交易、盜竊、未經授權的訪問等也正在推動該領域的市場增長。
  • 到 2022 年，北美地區將佔據最大的收入份額，超過 31.1%，並且預計在預測期內將保持這一地位。 這是由於網絡攻擊的複雜性和威脅日益增加，以及醫療保健、BFSI 和零售等行業 IT 基礎設施的進步和部署。
  • 主要參與者擁有長期的業績、龐大的客戶群和顯著的競爭力。 除了無機增長戰略外，供應商還強調售後服務，以確保已安裝產品的定期維護。

內容

第一章調查方法及範圍

  • 調查方法的細分和範圍
  • 信息獲取
    • 購買的數據庫
    • GVR 內部數據庫
    • 二手信息和第三方觀點
    • 初步調查
  • 信息分析
    • 數據分析模型
  • 市場形成和數據可視化
  • 驗證和發布數據

第 2 章執行摘要

  • 異常檢測市場 - 競爭格局概覽

第 3 章異常檢測市場變量、趨勢和範圍

  • 市場體系展望
    • 母公司市場前景
  • 行業價值鏈分析
  • 市場動態
    • 市場驅動因素分析
    • 市場製約因素/挑戰分析
    • 市場機會分析
  • 商業環境分析工具
    • 波特五力分析
    • PEST分析
  • COVID-19 的影響分析

第 4 章：異常檢測市場組件展望

  • 2022 年和 2030 年按組件劃分的異常檢測市場份額（十億美元）
  • 解決方案
    • 網絡行為異常檢測
    • 用戶行為異常檢測
  • 服務
    • 專業服務
    • 託管服務

第五章異常檢測市場發展展望

  • 2022 年和 2030 年按部署劃分的異常檢測市場份額（十億美元）
  • 雲
    • 2018-2030 年市場規模估算和預測（十億美元）
  • 本地
    • 2018-2030 年市場規模估算和預測（十億美元）

第六章異常檢測市場的技術展望

  • 2022 年和 2030 年按技術劃分的異常檢測市場份額（十億美元）
  • 機器學習/人工智能
    • 2018-2030 年市場規模估算和預測（十億美元）
  • 大數據分析
    • 2018-2030 年市場規模估算和預測（十億美元）
  • 商業智能/數據挖掘
    • 2018-2030 年市場規模估算和預測（十億美元）

第 7 章：異常檢測市場最終用途展望

  • 2022 年和 2030 年按最終用途劃分的異常檢測市場份額（十億美元）
  • BFSI
    • 2018-2030 年市場規模估算和預測（十億美元）
  • 零售
    • 2018-2030 年市場規模估算和預測（十億美元）
  • IT/通信
    • 2018-2030 年市場規模估算和預測（十億美元）
  • 醫療保健
    • 2018-2030 年市場規模估算和預測（十億美元）
  • 製造業
    • 2018-2030 年市場規模估算和預測（十億美元）
  • 政府/國防部
    • 2018-2030 年市場規模估算和預測（十億美元）
  • 其他
    • 2018-2030 年市場規模估算和預測（十億美元）

第 8 章：異常檢測市場：區域展望

  • 2022 年和 2030 年按地區劃分的異常檢測市場份額（十億美元）
  • 北美
    • 2018-2030 年市場預測（十億美元）
    • 按組成部分，2018-2030 年
    • 按部署劃分，2018 年至 2030 年
    • 按技術劃分，2018-2030 年
    • 按最終用途劃分，2018-2030 年
    • 美國
    • 加拿大
  • 歐洲
    • 2018-2030 年市場預測（十億美元）
    • 按組成部分，2018-2030 年
    • 按部署劃分，2018 年至 2030 年
    • 按技術劃分，2018-2030 年
    • 按最終用途劃分，2018-2030 年
    • 英國
    • 德國
    • 法國
    • 意大利
    • 西班牙
  • 亞太地區
    • 2018-2030 年市場預測（十億美元）
    • 按組成部分，2018-2030 年
    • 按部署劃分，2018 年至 2030 年
    • 按技術劃分，2018-2030 年
    • 按最終用途劃分，2018-2030 年
    • 中國
    • 印度
    • 日本
    • 澳大利亞
    • 韓國
  • 拉丁美洲
    • 2018-2030 年市場預測（十億美元）
    • 按組成部分，2018-2030 年
    • 按部署劃分，2018 年至 2030 年
    • 按技術劃分，2018-2030 年
    • 按最終用途劃分，2018-2030 年
    • 巴西
    • 墨西哥
    • 阿根廷
  • 中東和非洲
    • 2018-2030 年市場預測（十億美元）
    • 按組成部分，2018-2030 年
    • 按部署劃分，2018 年至 2030 年
    • 按技術劃分，2018-2030 年
    • 按最終用途劃分，2018-2030 年
    • 阿拉伯聯合酋長國
    • 沙特阿拉伯
    • 南非

第 9 章競爭格局

  • 公司分類（成熟公司、新興公司）
  • 2022 年公司排名/股價分析
  • 2022 年熱圖分析
  • 戰略規劃
  • 公司簡介（公司概況、業績、產品概況、戰略舉措）
    • Amazon Web Services, Inc.
    • Anodot Ltd.
    • Broadcom, Inc.
    • Cisco Systems, Inc.
    • Dell Technologies, Inc.
    • Dynatrace, LLC.
    • GURUCUL
    • Happiest Minds
    • Hewlett Packard Enterprise Company
    • International Business Machines Corporation
    • LogRhythm, Inc.
    • Microsoft Corporation
    • SAS Institute, Inc.
    • Splunk, Inc.
    • Trend Micro, Inc.
Product Code: GVR-4-68040-092-0

Anomaly Detection Market Growth & Trends

The global anomaly detection market size is expected to reach USD 14.59 billion by 2030, registering a CAGR of 16.5% from 2023 to 2030, according to the new reports of Grand View Research, Inc. The growing advancements in deep learning and machine learning technologies support the market growth. The traditional statistical approaches are being replaced with modern methods, such as Generative Adversarial Networks (GAN), variational autoencoders (Vaes), and Recurrent Neural Networks (RNNs), thereby enhancing the identification of anomalies across various systems. Furthermore, a rise in the need for large data storage units and real-time data analysis has boosted the adoption of anomaly detection systems. Online algorithms, incremental learning approaches, and sliding window techniques are among the modern batch-based anomaly detection techniques used by various sectors for efficiently streaming data.

In today's ever-evolving cybersecurity landscape, businesses are facing various cyberattacks, such as malware, ransomware, and other security breaches. It is almost difficult to entirely exclude privacy issues from advanced information systems, including Internet of Things (IoT), and Cyber-Physical systems (CPs). This makes it essential for industries to continuously identify cyber threats and anomalies to track privacy issues and offer security awareness. Cyberattacks on CPs can result in impacting the economical, physical, and environmental safety of the population severely. For instance, in 2021, the attack on the Colonial Pipeline, which is one of the largest and most important oil pipelines in the U.S., disrupted the fuel supply on the East Coast.

Also, in 2022, there was one of the most severely damaging cyberattacks on Germany's domestic fuel distribution system, thereby mostly destroying hacks observed in the oil industry. Henceforth, to detect and mitigate such cyberattacks at early stages, it has become vital for industries to overcome anomalies, thus fueling market demand. Moreover, with the evolving cybersecurity landscape, there has been a huge demand for behavior-based anomaly detection technology across industries. Organizations need to focus on analyzing the behavior and activities of systems, users, and network entities to identify cyber threats at an early stage. Behavior-based anomaly detection focuses on capturing sophisticated cyber-attacks, including advanced persistent threats and insider threats, thereby securing various systems of organizations. The growing demand for analyzing cyber-physical entities' behavior is anticipated to propel market growth among regions.

Anomaly Detection Market Report Highlights

  • The solution segment accounted for the largest revenue share of 69.0% in 2022 and is anticipated to maintain its dominance over the forecast period owing to the growing need to detect insider threats among organizations, which involve unauthorized activities and malicious actions by internal employees or users
  • The cloud segment is expected to observe the highest CAGR of 17.8% during the forecast period. The growing number of applications running on the cloud makes it essential for organizations to adopt anomaly detection for securing their dynamic environment of cloud computing
  • The machine learning & artificial intelligence segment is anticipated to witness exceptional growth at a CAGR of 18.7% during the forecast period. The ML & AI technology in anomaly detection enables organizations to detect anomalies in complex fields, such as network traffic, financial transactions, and healthcare data. This detection of threats across complex domains is expected to fuel the segment growth
  • The IT & telecom segment is anticipated to register a considerable CAGR of 18.7% over the forecast period owing to the growing need to understand and analyze the pattern of user behavior within the IT & telecom systems. Furthermore, identifying fraudulent financial transactions, theft, and any unauthorized access attempts also enhanced the growth of the market in this segment
  • North American accounted for the largest revenue share of over 31.1% in 2022 and is expected to retain its position over the forecast period due to the growing complexity and threats of cyber-attacks, along with the advancements and deployment of IT infrastructure across industries, such as healthcare, BFSI, and retail
  • Key players have an extended operating history, a large customer base, and significant competitive strengths. In addition to the inorganic growth strategies, vendors emphasize improving after-sales service offerings to ensure periodic maintenance of installed products

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Methodology Segmentation & Scope
  • 1.2. Information procurement
    • 1.2.1. Purchased database
    • 1.2.2. GVR's internal database
    • 1.2.3. Secondary sources & third-party perspectives
    • 1.2.4. Primary research
  • 1.3. Information analysis
    • 1.3.1. Data analysis models
  • 1.4. Market formulation & data visualization
  • 1.5. Data validation & publishing

Chapter 2. Executive Summary

  • 2.1. Anomaly Detection Market - Market Snapshot, 2018 - 2030
  • 2.2. Anomaly Detection Market - Component Snapshot, 2018 - 2030
  • 2.3. Anomaly Detection Market - Deployment Snapshot, 2018 - 2030
  • 2.4. Anomaly Detection Market - Technology Snapshot, 2018 - 2030
  • 2.5. Anomaly Detection Market - End-use Snapshot, 2018 - 2030
  • 2.6. Anomaly Detection Market - Competitive Snapshot

Chapter 3. Anomaly Detection Market Variables, Trends & Scope

  • 3.1. Market Lineage Outlook
    • 3.1.1. Parent Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint/Challenge Analysis
    • 3.3.3. Market Opportunity Analysis
  • 3.4. Business Environment Analysis Tools
    • 3.4.1. Porter's Five Forces Analysis
    • 3.4.2. PEST Analysis
  • 3.5. COVID-19 Impact Analysis

Chapter 4. Anomaly Detection Market Component Outlook

  • 4.1. Anomaly Detection Market Share by Component, 2022 & 2030 (USD Billion)
  • 4.2. Solutions
    • 4.2.1. Network Behavior Anomaly Detection
      • 4.2.1.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
    • 4.2.2. User Behavior Anomaly Detection
      • 4.2.2.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 4.3. Services
    • 4.3.1. Professional Services
      • 4.3.1.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
    • 4.3.2. Managed Services
      • 4.3.2.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)

Chapter 5. Anomaly Detection Market Deployment Outlook

  • 5.1. Anomaly Detection Market Share by Deployment, 2022 & 2030 (USD Billion)
  • 5.2. Cloud
    • 5.2.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 5.3. On-premise
    • 5.3.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)

Chapter 6. Anomaly Detection Market Technology Outlook

  • 6.1. Anomaly Detection Market Share by Technology, 2022 & 2030 (USD Billion)
  • 6.2. Machine Learning & Artificial Intelligence
    • 6.2.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 6.3. Big Data Analytics
    • 6.3.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 6.4. Business Intelligence & Data Mining
    • 6.4.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)

Chapter 7. Anomaly Detection Market End-Use Outlook

  • 7.1. Anomaly Detection Market Share by End-Use, 2022 & 2030 (USD Billion)
  • 7.2. BFSI
    • 7.2.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 7.3. Retail
    • 7.3.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 7.4. IT & Telecom
    • 7.4.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 7.5. Healthcare
    • 7.5.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 7.6. Manufacturing
    • 7.6.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 7.7. Government & Defense
    • 7.7.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)
  • 7.8. Others
    • 7.8.1. Market size estimates and forecasts, 2018 - 2030 (USD Billion)

Chapter 8. Anomaly Detection Market: Regional Outlook

  • 8.1. Anomaly Detection Market Share by Region, 2022 & 2030 (USD Billion)
  • 8.2. North America
    • 8.2.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.2.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.2.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.2.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.2.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.2.6. U.S.
      • 8.2.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.2.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.2.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.2.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.2.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.2.7. Canada
      • 8.2.7.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.2.7.2. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.2.7.3. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.2.7.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.2.7.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.3. Europe
    • 8.3.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.3.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.3.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.3.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.3.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.3.6. UK
      • 8.3.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.3.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.3.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.3.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.3.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.3.7. Germany
      • 8.3.7.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.3.7.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.3.7.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.3.7.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.3.7.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.3.8. France
      • 8.3.8.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.3.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.3.8.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.3.8.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.3.8.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.3.9. Italy
      • 8.3.9.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.3.9.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.3.9.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.3.9.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.3.9.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.3.10. Spain
      • 8.3.10.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.3.10.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.3.10.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.3.10.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.3.10.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.4. Asia Pacific
    • 8.4.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.4.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.4.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.4.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.4.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.4.6. China
      • 8.4.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.4.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.4.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.4.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.4.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.4.7. India
      • 8.4.7.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.4.7.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.4.7.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.4.7.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.4.7.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.4.8. Japan
      • 8.4.8.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.4.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.4.8.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.4.8.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.4.8.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.4.9. Australia
      • 8.4.9.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.4.9.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.4.9.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.4.9.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.4.9.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.4.10. South Korea
      • 8.4.10.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.4.10.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.4.10.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.4.10.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.4.10.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.5. Latin America
    • 8.5.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.5.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.5.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.5.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.5.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.5.6. Brazil
      • 8.5.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.5.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.5.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.5.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.5.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.5.7. Mexico
      • 8.5.7.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.5.7.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.5.7.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.5.7.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.5.7.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.5.8. Argentina
      • 8.5.8.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.5.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.5.8.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.5.8.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.5.8.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
  • 8.6. Middle East & Africa
    • 8.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
    • 8.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
    • 8.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
    • 8.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
    • 8.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.6.6. UAE
      • 8.6.6.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.6.6.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.6.6.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.6.6.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.6.6.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.6.7. Saudi Arabia
      • 8.6.7.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.6.7.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.6.7.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.6.7.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.6.7.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)
    • 8.6.8. South Africa
      • 8.6.8.1. Market estimates and forecast, 2018 - 2030 (USD Billion)
      • 8.6.8.2. Market estimates and forecast by Component, 2018 - 2030 (USD Billion)
      • 8.6.8.3. Market estimates and forecast by Deployment, 2018 - 2030 (USD Billion)
      • 8.6.8.4. Market estimates and forecast by Technology, 2018 - 2030 (USD Billion)
      • 8.6.8.5. Market estimates and forecast by End Use, 2018 - 2030 (USD Billion)

Chapter 9. Competitive Landscape

  • 9.1. Company Categorization (Mature Players, Emerging Players)
  • 9.2. Company Ranking/Share Analysis, 2022
  • 9.3. Heat Map Analysis, 2022
  • 9.4. Strategy Mapping
  • 9.5. Company Profiles (Overview, Financial Performance, Product Overview, Strategic Initiatives)
    • 9.5.1. Amazon Web Services, Inc.
    • 9.5.2. Anodot Ltd.
    • 9.5.3. Broadcom, Inc.
    • 9.5.4. Cisco Systems, Inc.
    • 9.5.5. Dell Technologies, Inc.
    • 9.5.6. Dynatrace, LLC.
    • 9.5.7. GURUCUL
    • 9.5.8. Happiest Minds
    • 9.5.9. Hewlett Packard Enterprise Company
    • 9.5.10. International Business Machines Corporation
    • 9.5.11. LogRhythm, Inc.
    • 9.5.12. Microsoft Corporation
    • 9.5.13. SAS Institute, Inc.
    • 9.5.14. Splunk, Inc.
    • 9.5.15. Trend Micro, Inc.

List of Tables

  • Table 1 List of Abbreviation
  • Table 2 Global Anomaly Detection market, 2018 - 2030 (USD Billion)
  • Table 3 Global Anomaly Detection market, by region, 2018 - 2030 (USD Billion)
  • Table 4 Global Anomaly Detection market, by component, 2018 - 2030 (USD Billion)
  • Table 5 Global Anomaly Detection market, by deployment, 2018 - 2030 (USD Billion)
  • Table 6 Global Anomaly Detection market, by technology, 2018 - 2030 (USD Billion)
  • Table 7 Global Anomaly Detection market, by end use, 2018 - 2030 (USD Billion)
  • Table 8 North America Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 9 North America Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 10 North America Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 11 North America Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 12 U.S. Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 13 U.S. Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 14 U.S. Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 15 U.S. Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 16 Canada Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 17 Canada Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 18 Canada Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 19 Canada Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 20 Europe Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 21 Europe Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 22 Europe Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 23 Europe Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 24 UK Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 25 UK Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 26 UK Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 27 UK Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 28 Germany Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 29 Germany Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 30 Germany Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 31 Germany Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 32 France Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 33 France Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 34 France Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 35 France Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 36 Italy Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 37 Italy Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 38 Italy Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 39 Italy Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 40 Spain Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 41 Spain Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 42 Spain Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 43 Spain Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 44 Asia Pacific Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 45 Asia Pacific Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 46 Asia Pacific Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 47 Asia Pacific Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 48 China Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 49 China Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 50 China Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 51 China Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 52 India Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 53 India Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 54 India Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 55 India Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 56 Japan Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 57 Japan Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 58 Japan Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 59 Japan Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 60 South Korea Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 61 South Korea Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 62 South Korea Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 63 South Korea Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 64 Australia Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 65 Australia Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 66 Australia Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 67 Australia Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 68 Latin America Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 69 Latin America Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 70 Latin America Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 71 Latin America Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 72 Brazil Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 73 Brazil Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 74 Brazil Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 75 Brazil Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 76 Mexico Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 77 Mexico Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 78 Mexico Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 79 Mexico Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 80 Argentina Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 81 Argentina Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 82 Argentina Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 83 Argentina Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 84 Middle East & Africa Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 85 Middle East & Africa Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 86 Middle East & Africa Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 87 Middle East & Africa Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 88 UAE Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 89 UAE Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 90 UAE Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 91 UAE Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 92 Saudi Arabia Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 93 Saudi Arabia Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 94 Saudi Arabia Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 95 Saudi Arabia Anomaly Detection market, by end use 2018 - 2030 (USD Billion)
  • Table 96 South Africa Anomaly Detection market, by component 2018 - 2030 (USD Billion)
  • Table 97 South Africa Anomaly Detection market, by deployment 2018 - 2030 (USD Billion)
  • Table 98 South Africa Anomaly Detection market, by technology 2018 - 2030 (USD Billion)
  • Table 99 South Africa Anomaly Detection market, by end use 2018 - 2030 (USD Billion)

List of Figures

  • Fig. 1 Anomaly Detection market segmentation
  • Fig. 2 Methodology
  • Fig. 3 Primary Research Pattern
  • Fig. 4 Information analysis
  • Fig. 5 Data Analysis Model
  • Fig. 6 Data Validation & Publishing
  • Fig. 7 Anomaly Detection Security: Market Snapshot
  • Fig. 8 Anomaly Detection Security: Segment Snapshot
  • Fig. 9 Anomaly Detection Security: Competitive Landscape Snapshot
  • Fig. 10 Anomaly Detection Market Lineage Outlook
  • Fig. 11 Anomaly Detection market: Value chain analysis
  • Fig. 12 Market driver analysis
  • Fig. 13 Market restraint analysis
  • Fig. 14 Market opportunity analysis
  • Fig. 15 Anomaly Detection market: Porter's five forces analysis
  • Fig. 16 Anomaly Detection market: PEST analysis
  • Fig. 17 Anomaly Detection market analysis: Component segment analysis
  • Fig. 18 Anomaly Detection market analysis: Deployment segment analysis
  • Fig. 19 Anomaly Detection market analysis: Technology segment analysis
  • Fig. 20 Anomaly Detection market analysis: End-use segment analysis