The global Anomaly Detection Market is a rapidly growing industry with a predicted value of USD 8.80 Billion by 2027. One of the significant drivers of this market is the increasing use of the Internet of Things (IoT). With the growing adoption of IoT in various industries, the number of threats and attacks has also increased, leading to the need for efficient User Behavior Anomaly Detection systems.
User Behavior Anomaly Detection systems are critical in identifying unusual behavior patterns in data that may indicate the presence of errors or malicious activities. These systems use advanced algorithms to analyze data and detect any anomalies or outliers, providing early warning signs of potential issues. In this way, User Behavior Anomaly Detection plays a critical role in ensuring the smooth functioning of IoT systems.
Artificial intelligence (AI) is another major factor driving the growth of the Anomaly Detection Market. With AI becoming increasingly popular across various industries, more and more organizations are looking to incorporate AI-based solutions to enhance their User Behavior Anomaly Detection capabilities.
Get a sample of the report @ https://www.reportsanddata.com/download-free-sample/2954
Further key findings from the report suggest
- By component, the User Behavior Anomaly Detection solutions contributed to a larger market share in 2019 and is likely to grow at a rate of 14.8% in the forecast period. An increase in unidentified malware compromising internal systems, devastating DDoS attacks, and other threats evading traditional security have resulted in network monitoring solutions furnished with robust AI solutions called Network Behavior User Behavior Anomaly Detection. This solution permanently monitors network traffic, analyzing connectivity to seek anomalies and expose suspicious behavior allowing a response to yet unidentified security threats untraceable by other technologies.
- By deployment mode, the cloud held a larger market share in 2019, owing to several advantages such as cost-effectiveness, data-backup & restoration, scalability, and faster deployment, among others.
- By application, infusion detection held the largest market share in 2019. The market dominance of this method is owing to its ability to builds models of normal network behavior that are then used to identify new patterns that considerably move away from the profiles. Such anomalies may represent actual intrusions or just new behaviors that are required to be added to the profiles.
- By the end-user, the manufacturing industry is projected to grow at a rate of 15.8% in the forecast period. In manufacturing systems, reduction in downtime is critical, and User Behavior Anomaly Detection lets predictive maintenance for a decrease in downtime issues. Of late, machine learning is being applied to detect anomaly in manufacturing processes.
- The Asia Pacific region is estimated to grow at the fastest rate of 16.6% in the forecast period, attributed to the developing IT sector in the countries comprising China, India, and Japan, among others.
AI is being utilized: fraud detection and response to the COVID-19 pandemic. Both of these areas have their own challenges and potential hindrances to their growth.
In terms of fraud detection, the increasing volume of data and the evolving tactics of cybercriminals make it harder to identify fraudulent activities. AI algorithms can be instrumental in analyzing large amounts of data and detecting anomalies that may indicate fraudulent behavior. However, the effectiveness of AI in fraud detection depends on the quality of the data and the sophistication of the algorithms. Organizations need to continuously update and improve their fraud detection mechanisms to stay ahead of cybercriminals. Despite these efforts, around 50% of organizations have reported an increase in fraud value since 2018, indicating the need for further improvement in fraud detection systems.
Regarding the response to the COVID-19 pandemic, AI algorithms have been utilized to gather information from online sources and news reports to identify anomalies and potential outbreaks. This early detection can aid in the prevention and rapid response efforts to delay or slow down the spread of diseases. For example, AI has been employed to analyze flight traveler data to estimate the potential spread of the novel coronavirus. By identifying high-risk areas, authorities can take necessary measures to contain the virus.
However, there are hindrances that may impede the growth of AI in these domains. Cost-prohibitive solutions can pose challenges, as implementing advanced AI systems and maintaining them can require significant investment. Organizations and governments need to carefully evaluate the cost-benefit analysis and determine the feasibility of implementing AI solutions in fraud detection or pandemic response.
Additionally, stiff competition from open-source alternatives is another factor to consider. Open-source technologies provide accessible and often cost-effective options that may compete with commercial AI solutions. Organizations need to assess the capabilities and limitations of open-source alternatives to determine the best approach for their specific needs.
Some leading companies operating in the global Anomaly Detection Market:
IBM, Hewlett Packard Enterprise, Dell Technologies, Trustwave Holding Inc., Wipro Limited, Teradata, Cisco Systems, Symantec Corporation, SAS Institute Inc., LogRythm Inc., and Securonix Inc., among others.
Inquiry before buying @ https://www.reportsanddata.com/inquiry-before-buying/2954
The global market is further segmented into type and application:
Component Outlook (Revenue, USD Million; 2017-2027)
- Network Behavior User Behavior Anomaly Detection
- User Behavior User Behavior Anomaly Detection
Deployment Mode Outlook (Revenue, USD Million; 2017-2027)
Application Outlook (Revenue, USD Million; 2017-2027)
- Intrusion Detection
- Fraud Detection
- System Status Monitoring
- Fault Detection
End-Users Outlook (Revenue, USD Million; 2017-2027)
- IT & Telecom
- Government & Defense
Regional analysis provides insights into key trends and demands in each major country that can affect market growth in the region.
- North America (U.S., Canada, Mexico)
- Europe (Germany, U.K., Italy, France, BENELUX, Rest of Europe)
- Asia Pacific (China, India, Japan, South Korea, Rest of APAC)
- Latin America (Brazil, Rest of LATAM)
- Middle East & Africa (Saudi Arabia, U.A.E., South Africa, Rest of MEA)
Request a customized copy of the report @ https://www.reportsanddata.com/request-customization-form/2954
Thank you for reading our report. We also offer customized report as per client requirement. Kindly connect with us to know more about customization plan and our team will offer you the altered report.
Explore More Industry Research by Reports and Data:
Artificial Intelligence (AI) in Social Media Market – https://www.reportsanddata.com/report-detail/artificial-intelligence-ai-in-social-media-market
Applicant Tracking System Market – https://www.reportsanddata.com/report-detail/applicant-tracking-system-ats-market
Business Rules Management System (BRMS) Market – https://www.reportsanddata.com/report-detail/business-rules-management-system-brms-market
Application Platform Market – https://www.reportsanddata.com/report-detail/application-platform-market
About Reports and Data
Reports and Data is a market research and consulting company that provides syndicated research reports, customized research reports, and consulting services. Our solutions purely focus on your purpose to locate, target and analyze consumer behavior shifts across demographics, across industries and help client’s make a smarter business decision. We offer market intelligence studies ensuring relevant and fact-based research across a multiple industries including Healthcare, Technology, Chemicals, Power and Energy. We consistently update our research offerings to ensure our clients are aware about the latest trends existent in the market. Reports and Data has a strong base of experienced analysts from varied areas of expertise.
Head of Business Development
Reports and Data | Web: www.reportsanddata.com
Direct Line: +1-212-710-1370