Anomaly Detection Solution Global Market Report 2025
상품코드:1681732
리서치사:The Business Research Company
발행일:On Demand Report
페이지 정보:영문 200 Pages
라이선스 & 가격 (부가세 별도)
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한글목차
이상 징후 감지 솔루션 시장 규모는 향후 몇 년동안 17.4%의 연평균 복합 성장률(CAGR)로 2029년까지 180억 달러 규모로 성장할 것으로 예상됩니다. 예측 기간의 성장은 IoT 기기 채택 증가, 사이버 보안 위협 증가, 클라우드 컴퓨팅 채택 증가, 부정 사고 증가, 내부 위협 증가에 기인합니다. 예측 기간의 주요 동향으로는 디지털 뱅킹의 확대, 디지털 전환의 확대, SIEM의 이상 징후 감지 통합, 딥러닝 알고리즘의 발전, 디보스 프랙티스의 채택 등이 있습니다.
IoT 디바이스는 인터넷을 통해 다른 장치 및 시스템과 연결하고 데이터를 공유할 수 있는 센서, 소프트웨어 및 기타 기술을 갖춘 물리적 물체로, 향후 이상 징후 감지 솔루션 시장의 성장을 견인할 것으로 예상됩니다. 이상 징후 감지 솔루션은 IoT 용도의 성공적인 배포 및 운영에 필수적인 시스템의 예상 동작에서 벗어난 비정상적인 이벤트나 패턴을 식별하기 위해 다양한 기술을 사용하여 IoT 디바이스에 채택되고 있습니다. 예를 들어, 독일에 본사를 둔 IoT Analytics GmbH는 2024년 9월, 2023년 말까지 연결된 IoT 기기의 수가 166억 개에 달할 것이며, 이는 2022년 대비 15% 증가한 수치라고 보고했습니다. 이 단체는 2024년 말까지 13% 더 성장하여 총 188억 개의 디바이스가 연결될 것으로 예상하고 있습니다. 또한, 연결된 IoT 기기 수는 2030년까지 400억 개로 급증할 것으로 예상되며, 이는 지난 2023년 시장 업데이트에서 크게 증가한 수치입니다. 이처럼 IoT 기기의 보급이 이상 징후 감지 솔루션 시장의 성장을 견인하고 있습니다.
이상 징후 감지 솔루션 시장의 주요 기업들은 클라우드 환경에서 위협 식별과 관련된 복잡한 문제를 효과적으로 해결하기 위해 AI를 활용한 클라우드 이상 징후 감지 솔루션 등 AI의 선구적인 발전에 주력하고 있습니다. 이러한 솔루션은 인공지능을 활용하여 조직의 클라우드 인프라에서 비정상적인 행동을 식별하고 우선순위를 정하며, AI 알고리즘을 활용하여 지속적으로 학습하고 고객의 환경에 적응합니다. 이러한 AI 기반 솔루션은 오탐을 최소화하면서 의심스러운 행동을 발견함으로써 기업이 보안 위협에 선제적으로 대응할 수 있도록 돕습니다. 예를 들어, 미국 소프트웨어 기업 Rapid7 Inc.는 2023년 11월 AI 기반 클라우드 이상 징후 감지 솔루션을 발표했는데, AI 기반 에이전트 없는 감지 기능을 갖춘 이 혁신은 클라우드 환경에서 비정상적인 활동을 신속하게 식별하고, 우선순위를 정합니다. 우선순위를 정합니다. 또한, 적응형 학습 기능을 통해 지속적인 개선을 보장하고 오탐을 크게 줄이며, 보안 팀이 능동적인 위협을 신속하게 조사하고 정확하게 대응할 수 있도록 돕습니다.
목차
제1장 주요 요약
제2장 시장 특징
제3장 시장 동향과 전략
제4장 시장 - 금리, 인플레이션, 지정학, 코로나19와 회복이 시장에 미치는 영향을 포함한 거시경제 시나리오
제5장 세계의 성장 분석과 전략 분석 프레임워크
세계 이상 징후 감지 솔루션 PESTEL 분석(정치, 사회, 기술, 환경, 법적 요인, 성장 촉진요인 및 억제요인)
최종 이용 산업 분석
세계의 이상 징후 감지 솔루션 시장 : 성장률 분석
세계의 이상 징후 감지 솔루션 시장 실적 : 규모와 성장, 2019-2024
세계의 이상 징후 감지 솔루션 시장 예측 : 규모와 성장, 2024-2029, 2034F
세계 이상 징후 감지 솔루션 전체 시장(TAM)
제6장 시장 세분화
세계의 이상 징후 감지 솔루션 시장 : 유형별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
통계적 이상 감지
머신러닝에 의한 이상 감지
하이브리드 이상 감지
세계의 이상 징후 감지 솔루션 시장 : 기술별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
빅데이터 분석
데이터 마이닝 및 비즈니스 인텔리전스(BI)
머신러닝 및 인공지능(AI)
세계의 이상 징후 감지 솔루션 시장 : 용도별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
네트워크 보안
부정행위 감지
리스크 관리
침입 감지
기기 상태 모니터링
기타 용도
세계의 이상 징후 감지 솔루션 시장 : 업계별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
은행, 금융서비스 및 보험(BFSI)
소매업 및 E-Commerce
헬스케어
정보기술 및 통신
제조업
에너지 및 유틸리티
정부 및 방위
기타 업종
세계의 이상 징후 감지 솔루션 시장 : 통계적 이상 감지별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
시계열 분석
제어 차트 방법
세계의 이상 징후 감지 솔루션 시장 : 머신러닝 이상 감지별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
지도 학습 모델
비지도 학습 모델
딥러닝 접근
세계의 이상 징후 감지 솔루션 시장 : 하이브리드 이상 감지별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
통계 및 머신러닝 기술 결합
앙상블 방법
모델 스태킹 접근법
제7장 지역별/국가별 분석
세계의 이상 징후 감지 솔루션 시장 : 지역별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
세계의 이상 징후 감지 솔루션 시장 : 국가별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
제8장 아시아태평양 시장
제9장 중국 시장
제10장 인도 시장
제11장 일본 시장
제12장 호주 시장
제13장 인도네시아 시장
제14장 한국 시장
제15장 서유럽 시장
제16장 영국 시장
제17장 독일 시장
제18장 프랑스 시장
제19장 이탈리아 시장
제20장 스페인 시장
제21장 동유럽 시장
제22장 러시아 시장
제23장 북미 시장
제24장 미국 시장
제25장 캐나다 시장
제26장 남미 시장
제27장 브라질 시장
제28장 중동 시장
제29장 아프리카 시장
제30장 경쟁 구도와 기업 개요
이상 징후 감지 솔루션 시장 : 경쟁 구도
이상 징후 감지 솔루션 시장 : 기업 개요
Google LLC Overview, Products and Services, Strategy and Financial Analysis
Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
Dell Technologies Inc. Overview, Products and Services, Strategy and Financial Analysis
Amazon Web Services Overview, Products and Services, Strategy and Financial Analysis
Intel Corporation Overview, Products and Services, Strategy and Financial Analysis
제31장 기타 주요 기업 및 혁신 기업
International Business Machines Corporation.
Cisco Systems Inc.
Oracle Corporation
Broadcom Inc.
Hewlett Packard Enterprise
Vmware
NetApp Inc.
Palo Alto Networks Inc.
Fortinet Inc.
SAS Institute Inc.
F5 Networks Inc.
Splunk Inc.
Check Point Software Technologies Ltd.
Trend Micro Incorporated
CrowdStrike Holdings Inc.
제32장 세계 시장 경쟁 벤치마킹과 대시보드
제33장 주요 인수합병(M&A)
제34장 최근 시장 동향
제35장 시장 잠재력이 높은 국가, 부문, 전략
이상 징후 감지 솔루션 시장(2029년) : 새로운 기회를 제공하는 국가
이상 징후 감지 솔루션 시장(2029년) : 새로운 기회를 제공하는 부문
이상 징후 감지 솔루션 시장(2029년) : 성장 전략
시장 동향에 근거한 전략
경쟁 전략
제36장 부록
LSH
영문 목차
영문목차
An anomaly detection solution is a system or method crafted to pinpoint patterns or instances in data that significantly deviate from the norm or expected behavior. Renowned for its versatility in identifying abnormal patterns or events in data, this solution finds utility across diverse industries and applications.
The primary types of anomaly detection solutions encompass statistical anomaly detection, machine learning anomaly detection, and hybrid anomaly detection. Statistical anomaly detection entails identifying anomalies or outliers in data through statistical techniques, incorporating various technologies such as big data analytics, data mining, business intelligence, as well as machine learning and artificial intelligence. It finds application in a spectrum of domains including network security, fraud detection, risk management, intrusion detection, and equipment health monitoring. Industries utilizing these solutions span banking, financial services, and insurance (BFSI), retail and e-commerce, healthcare, information technology and telecom, manufacturing, energy and utilities, government and defense, among others.
The anomaly detection solution market research report is one of a series of new reports from The Business Research Company that provides anomaly detection solution market statistics, including anomaly detection solution industry global market size, regional shares, competitors with an anomaly detection solution market share, detailed anomaly detection solution market segments, market trends and opportunities, and any further data you may need to thrive in the anomaly detection solution industry. This anomaly detection solution market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.
The anomaly detection solution market size has grown rapidly in recent years. It will grow from $8.08 billion in 2024 to $9.48 billion in 2025 at a compound annual growth rate (CAGR) of 17.3%. The growth in the historic period can be attributed to focus on customer data protection, rising demand for anomaly detection in energy sector, increasing complexity of IT infrastructure, rising demand for anomaly detection in energy sector, demand for anomaly detection in retail sector.
The anomaly detection solution market size is expected to see rapid growth in the next few years. It will grow to $18 billion in 2029 at a compound annual growth rate (CAGR) of 17.4%. The growth in the forecast period can be attributed to increasing adoption of IoT devices, increasing cybersecurity threats, increasing adoption of cloud computing, rising fraud incidents, rise in insider threats. Major trends in the forecast period include expansion of digital banking, expansion of digital transformation, integration of anomaly detection in SIEM, advancements in deep learning algorithms, adoption of DeVos practices.
The growing adoption of IoT devices is expected to drive the growth of the anomaly detection solution market in the future. IoT devices are physical objects equipped with sensors, software, and other technologies that enable them to connect and share data with other devices and systems over the Internet. Anomaly detection solutions are employed in IoT devices using various techniques to identify unusual events or patterns that deviate from the expected behavior of the system, which is essential for the successful deployment and operation of IoT applications. For example, in September 2024, IoT Analytics GmbH, a Germany-based organization, reported that the number of connected IoT devices reached 16.6 billion by the end of 2023, reflecting a 15% increase from 2022. The organization predicts an additional 13% growth, estimating a total of 18.8 billion devices by the end of 2024. Furthermore, the anticipated number of connected IoT devices is projected to surge to 40 billion by 2030, indicating a significant increase from the last market update in 2023. Thus, the rising adoption of IoT devices is propelling the growth of the anomaly detection solution market.
Leading players in the anomaly detection solution market are directing their efforts towards pioneering AI advancements, notably AI-driven cloud anomaly detection solutions, to effectively tackle the complexities associated with identifying threats in cloud environments. These solutions harness artificial intelligence to discern and prioritize anomalous activities within an organization's cloud infrastructure, leveraging AI algorithms to continuously learn and adapt to the customer's environment. By surfacing suspicious behavior while minimizing false positives, these AI-driven solutions enable organizations to proactively address security threats. For instance, in November 2023, Rapid7 Inc., a US-based software company, unveiled its AI-driven cloud anomaly detection solution. Powered by AI-driven, agentless detection capabilities, this innovation swiftly identifies and prioritizes anomalous activity within cloud environments. Moreover, its adaptive learning capabilities ensure ongoing refinement, significantly reducing false positives and empowering security teams to swiftly investigate and respond to active threats with precision.
In September 2023, WatchGuard Technologies, a network security company based in the United States, successfully acquired CyGlass Inc. for an undisclosed sum. This strategic move is geared towards fortifying WatchGuard's standing in the cybersecurity market. The acquisition enables WatchGuard to deliver cutting-edge solutions, utilizing AI-based detection, thereby enhancing security measures for a wider customer base and fostering revenue growth opportunities for partners. CyGlass Inc., a US-based company, specializes in the development of anomaly detection solutions and network-centric threat detection and response solutions.
Major companies operating in the anomaly detection solution market are Google LLC, Microsoft Corporation, Dell Technologies Inc., Amazon Web Services, Intel Corporation, International Business Machines Corporation., Cisco Systems Inc., Oracle Corporation, Broadcom Inc., Hewlett Packard Enterprise, Vmware, NetApp Inc., Palo Alto Networks Inc., Fortinet Inc., SAS Institute Inc., F5 Networks Inc., Splunk Inc., Check Point Software Technologies Ltd., Trend Micro Incorporated, CrowdStrike Holdings Inc., Proofpoint Inc., FireEye Inc., SolarWinds Corporation, Rapid7 Inc., Darktrace Limited
North America was the largest region in the anomaly detection solution market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the anomaly detection solution market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.
The countries covered in the anomaly detection solution market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.
The anomaly detection solutions market consist of revenues earned by entities by providing services such as real-time anomaly detection, historical data analysis, custom model development, visualization and reporting, anomaly investigation support, and consulting and training services. The market value includes the value of related goods sold by the service provider or included within the service offering. The anomaly detection solutions market also includes of sales of health monitoring tools, predictive maintenance systems, anomaly detection APIs and SDKs, and anomaly detection appliances. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.
The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).
The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.
Anomaly Detection Solution Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.
This report focuses on anomaly detection solution market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.
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Where is the largest and fastest growing market for anomaly detection solution ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The anomaly detection solution market global report from the Business Research Company answers all these questions and many more.
The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.
The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:
The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.
Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.
2) By Technology: Big Data Analytics; Data Mining And Business Intelligence; Machine Learning And Artificial Intelligence
3) By Application: Network Security; Fraud Detection; Risk Management; Intrusion Detection; Equipment Health Monitoring; Other Applications
4) By Industry Vertical: Banking, Financial Services, And Insurance (BFSI); Retail And E-Commerce; Healthcare; Information Technology And Telecom; Manufacturing; Energy And Utilities; Government And Defense; Other Industry Verticals
Subsegments:
1) By Statistical Anomaly Detection: Time Series Analysis; Control Chart Methods; Z-Score Analysis
2) By Machine Learning Anomaly Detection: Supervised Learning Models; Unsupervised Learning Models; Deep Learning Approaches
3) By Hybrid Anomaly Detection: Combining Statistical And Machine Learning Techniques; Ensemble Methods; Model Stacking Approaches
Companies Mentioned: Google LLC; Microsoft Corporation; Dell Technologies Inc.; Amazon Web Services; Intel Corporation
3. Anomaly Detection Solution Market Trends And Strategies
4. Anomaly Detection Solution Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market
5. Global Anomaly Detection Solution Growth Analysis And Strategic Analysis Framework
5.1. Global Anomaly Detection Solution PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
5.2. Analysis Of End Use Industries
5.3. Global Anomaly Detection Solution Market Growth Rate Analysis
5.4. Global Anomaly Detection Solution Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
5.5. Global Anomaly Detection Solution Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
5.6. Global Anomaly Detection Solution Total Addressable Market (TAM)
6. Anomaly Detection Solution Market Segmentation
6.1. Global Anomaly Detection Solution Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Statistical Anomaly Detection
Machine Learning Anomaly Detection
Hybrid Anomaly Detection
6.2. Global Anomaly Detection Solution Market, Segmentation By Technology, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Big Data Analytics
Data Mining And Business Intelligence
Machine Learning And Artificial Intelligence
6.3. Global Anomaly Detection Solution Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Network Security
Fraud Detection
Risk Management
Intrusion Detection
Equipment Health Monitoring
Other Applications
6.4. Global Anomaly Detection Solution Market, Segmentation By Industry Vertical, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Banking, Financial Services, And Insurance (BFSI)
Retail And E-Commerce
Healthcare
Information Technology And Telecom
Manufacturing
Energy And Utilities
Government And Defense
Other Industry Verticals
6.5. Global Anomaly Detection Solution Market, Sub-Segmentation Of Statistical Anomaly Detection, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Time Series Analysis
Control Chart Methods
6.6. Global Anomaly Detection Solution Market, Sub-Segmentation Of Machine Learning Anomaly Detection, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Supervised Learning Models
Unsupervised Learning Models
Deep Learning Approaches
6.7. Global Anomaly Detection Solution Market, Sub-Segmentation Of Hybrid Anomaly Detection, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Combining Statistical And Machine Learning Techniques
Ensemble Methods
Model Stacking Approaches
7. Anomaly Detection Solution Market Regional And Country Analysis
7.1. Global Anomaly Detection Solution Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
7.2. Global Anomaly Detection Solution Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
