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异常检测市场规模、份额和趋势分析报告：按部署、按组件、按技术、按最终用途、细分市场预测，2023-2030 年
市场调查报告书
商品编码
1301289

异常检测市场规模、份额和趋势分析报告：按部署、按组件、按技术、按最终用途、细分市场预测，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个工作天内

价格

异常检测市场增长和趋势

根据 Grand View Research, Inc. 最新报告，2023 年至 2030 年，全球异常检测市场规模将以 16.5% 的复合年增长率增长，到 2030 年将达到 145.9 亿美元，预计将达到美元。

深度学习和机器学习技术的不断进步正在支持市场的增长。 传统的统计方法正在被生成对抗网络（GAN）、变分自动编码器（Vaes）和循环神经网络（RNN）等现代方法所取代，这些方法增强了各□□种系统中异常情况的识别能力。 此外，对大容量数据存储和实时数据分析不断增长的需求正在推动异常检测系统的采用。 在线算法、增量学习方法和滑动窗口技术是各部门使用的最新的基于批量的异常检测技术，以有效地传输数据。

在当今不断发展的网络安全环境中，企业面临着各种网络攻击，包括恶意软件、勒索软件和其他安全漏洞。 完全消除先进信息系统（包括物联网（IoT）和网络物理系统（CP））的隐私问题几乎是不可能的。 这使得各行业必须不断识别网络威胁和异常情况，以跟踪隐私问题并提供安全意识。 对CP的网络攻击可能对其公民的经济、人身和环境安全造成严重后果。 例如，2021年，美国最大、最重要的石油管道之一殖民地管道遭到袭击，切断了对东海岸的燃料供应。

2022 年德国国内燃料分配系统还遭受了最具破坏性的网络攻击，摧毁了石油行业中大部分观察到的黑客攻击。 展望未来，为了及早发现并减轻此类网络攻击，该行业必须克服异常现象，刺激市场需求。 此外，不断发展的网络安全格局对整个行业基于行为的异常检测技术产生了巨大的需求。 组织应重点分析系统、用户和网络实体的行为和活动，以便及早识别网络威胁。 基于行为的异常检测侧重于捕获高级网络攻击，包括高级持续威胁和内部威胁，从而保护组织的各种系统。 分析网络物理实体行为的需求不断增长预计将推动各地区的市场增长。

异常检测市场报告亮点

  • 到 2022 年，解决方案部门将占据最大的收入份额，达到 69.0%，并且预计在预测期内将保持其主导地位。 这是因为组织内部越来越需要检测涉及内部员工和用户未经授权和恶意行为的内部威胁。
  • 预计云细分市场在预测期内的复合年增长率为 17.8%。 随着云上运行的应用程序数量不断增加，组织必须采用异常检测来保护云计算的动态环境。
  • 机器学习和人工智能领域预计在预测期内将以 18.7% 的复合年增长率大幅增长。 异常检测中的机器学习和人工智能技术可以检测网络流量、金融交易和医疗数据等复杂领域的异常情况。 在如此復杂的区域检测威胁预计将推动该领域的增长。
  • 由于了解和分析 IT 和电信系统内用户行为模式的需求日益增长，IT 和电信领域预计在预测期内復合年增长率为 18.7%。 此外，识别欺诈性金融交易、盗窃、未经授权的访问等也正在推动该领域的市场增长。
  • 到 2022 年，北美地区将占据最大的收入份额，超过 31.1%，并且预计在预测期内将保持这一地位。 这是由于网络攻击的复杂性和威胁日益增加，以及医疗保健、BFSI 和零售等行业 IT 基础设施的进步和部署。
  • 主要参与者拥有长期的业绩、庞大的客户群和显着的竞争力。 除了无机增长战略外，供应商还强调售后服务，以确保已安装产品的定期维护。

内容

第一章调查方法及范围

  • 调查方法的细分和范围
  • 信息获取
    • 购买的数据库
    • GVR 内部数据库
    • 二手信息和第三方观点
    • 初步调查
  • 信息分析
    • 数据分析模型
  • 市场形成和数据可视化
  • 验证和发布数据

第 2 章执行摘要

  • 异常检测市场 - 竞争格局概览

第 3 章异常检测市场变量、趋势和范围

  • 市场体系展望
    • 母公司市场前景
  • 行业价值链分析
  • 市场动态
    • 市场驱动因素分析
    • 市场製约因素/挑战分析
    • 市场机会分析
  • 商业环境分析工具
    • 波特五力分析
    • PEST分析
  • COVID-19 的影响分析

第 4 章：异常检测市场组件展望

  • 2022 年和 2030 年按组件划分的异常检测市场份额（十亿美元）
  • 解决方案
    • 网络行为异常检测
    • 用户行为异常检测
  • 服务
    • 专业服务
    • 託管服务

第五章异常检测市场发展展望

  • 2022 年和 2030 年按部署划分的异常检测市场份额（十亿美元）
  • 云
    • 2018-2030 年市场规模估算和预测（十亿美元）
  • 本地
    • 2018-2030 年市场规模估算和预测（十亿美元）

第六章异常检测市场的技术展望

  • 2022 年和 2030 年按技术划分的异常检测市场份额（十亿美元）
  • 机器学习/人工智能
    • 2018-2030 年市场规模估算和预测（十亿美元）
  • 大数据分析
    • 2018-2030 年市场规模估算和预测（十亿美元）
  • 商业智能/数据挖掘
    • 2018-2030 年市场规模估算和预测（十亿美元）

第 7 章：异常检测市场最终用途展望

  • 2022 年和 2030 年按最终用途划分的异常检测市场份额（十亿美元）
  • BFSI
    • 2018-2030 年市场规模估算和预测（十亿美元）
  • 零售
    • 2018-2030 年市场规模估算和预测（十亿美元）
  • IT/通信
    • 2018-2030 年市场规模估算和预测（十亿美元）
  • 医疗保健
    • 2018-2030 年市场规模估算和预测（十亿美元）
  • 製造业
    • 2018-2030 年市场规模估算和预测（十亿美元）
  • 政府/国防部
    • 2018-2030 年市场规模估算和预测（十亿美元）
  • 其他
    • 2018-2030 年市场规模估算和预测（十亿美元）

第 8 章：异常检测市场：区域展望

  • 2022 年和 2030 年按地区划分的异常检测市场份额（十亿美元）
  • 北美
    • 2018-2030 年市场预测（十亿美元）
    • 按组成部分，2018-2030 年
    • 按部署划分，2018 年至 2030 年
    • 按技术划分，2018-2030 年
    • 按最终用途划分，2018-2030 年
    • 美国
    • 加拿大
  • 欧洲
    • 2018-2030 年市场预测（十亿美元）
    • 按组成部分，2018-2030 年
    • 按部署划分，2018 年至 2030 年
    • 按技术划分，2018-2030 年
    • 按最终用途划分，2018-2030 年
    • 英国
    • 德国
    • 法国
    • 意大利
    • 西班牙
  • 亚太地区
    • 2018-2030 年市场预测（十亿美元）
    • 按组成部分，2018-2030 年
    • 按部署划分，2018 年至 2030 年
    • 按技术划分，2018-2030 年
    • 按最终用途划分，2018-2030 年
    • 中国
    • 印度
    • 日本
    • 澳大利亚
    • 韩国
  • 拉丁美洲
    • 2018-2030 年市场预测（十亿美元）
    • 按组成部分，2018-2030 年
    • 按部署划分，2018 年至 2030 年
    • 按技术划分，2018-2030 年
    • 按最终用途划分，2018-2030 年
    • 巴西
    • 墨西哥
    • 阿根廷
  • 中东和非洲
    • 2018-2030 年市场预测（十亿美元）
    • 按组成部分，2018-2030 年
    • 按部署划分，2018 年至 2030 年
    • 按技术划分，2018-2030 年
    • 按最终用途划分，2018-2030 年
    • 阿拉伯联合酋长国
    • 沙特阿拉伯
    • 南非

第 9 章竞争格局

  • 公司分类（成熟公司、新兴公司）
  • 2022 年公司排名/股价分析
  • 2022 年热图分析
  • 战略规划
  • 公司简介（公司概况、业绩、产品概况、战略举措）
    • 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