Anomaly detection is defined as the identification and determination of details about the occurrence of an unusual pattern that does not conform to the expected behavior. The occurrence of anomalies is a rare event, however, when it occurs, it may signify a large and significant threat, such as data theft, fraud, and cyber intrusion. An anomaly is classified into network-based anomaly and user behavior-based anomaly. Network-based anomalies are the unusual patterns observed during the monitoring of network traffic. The user behavior-based anomaly detection detects threats or unusual behaviors of users with the help of statistical analysis and algorithms.
The MicroQuadrant matrix provides information about the major players who offer anomaly detection solutions. It outlines the findings and analysis on how well each market vendor performs within the predefined MicroQuadrant criteria. The vendor evaluations are based on 2 broad categories: strength of product portfolio and business strategy excellence. Each category carries various criteria based on which the vendors have been evaluated. The evaluation criteria considered under strength of product portfolio include the breadth and depth of product offering (on the basis of the industries that the vendors cater to, and solution and service offerings), product feature and functionality, product branding, product differentiation and technology support, and product quality, reliability, and support. The evaluation criteria considered under business strategy excellence include effectiveness of growth strategy (on the basis of customers and revenue generation), channel strategy and fit (on the basis of the channel partners that the vendors cater to), geographic footprint (on the basis of geographic presence), breadth of application served and coverage, merger and acquisition strategy, and effectiveness of organic growth strategy.
International Business Machines Corporation, Symantec Corporation, Hewlett Packard Enterprise Company, SAS Institute, Inc., Securonix, Inc., Flowmon Networks, Wipro Limited, Dell Technologies, Inc., Trend Micro, Inc., Gurucul, Rapid, Inc., Aqueduct Technologies, Inc., Trustwave Holdings, Inc., Splunk, Inc., and LogRythm, Inc. are the leaders in the anomaly detection market and are recognized as the visionary leaders. They have a strong portfolio of solutions and services in the anomaly detection market. These vendors have been marking their presence in the anomaly detection market by offering customized solutions as per the requirement of the commercial customers, coupled with growth strategies to achieve consistent, advanced growth in the anomaly
GreyCortex s.r.o. and Niara, Inc. are recognized as the innovators in the anomaly detection market. These companies offer innovative solutions to cater to the future network behavior and user behavior analytics demands supporting anomaly detection. These companies are concerned about their product portfolios, and they have the robust potential to build strong business strategies for expanding their presence and staying at par with the visionary leaders. These vendors have been consistently offering anomaly detection solutions to fulfill customer demands. They have been at the forefront for the deployment of anomaly detection solutions.
Cisco Systems, Inc., Happiest Minds, and Varonis Systems, Inc. are recognized as the dynamic differentiators in the anomaly detection market. These companies have an innovative portfolio of solutions and services, and they also have an extensive network of channel partners and resellers to increase the deployment of their solutions across a multitude of vertical markets. The dynamic vendors have been consistently generating positive revenue growth in the anomaly detection market, and their market position is boosted by the organic and inorganic ventures undertaken by them.
Anodot, Ltd., Guardian Analytics, and Cynet are recognized as the emerging companies in the anomaly detection market. The majority of the emerging vendors have been undertaking multiple acquisitions and boosting their sales capabilities across various regions to offer integrated solutions and services to a wide range of clients.
TOP VENDORS In Anomaly Detection Software
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Anomaly Detection Software Quadrant
|Breadth and Depth of Product Offerings|
|Product Features and Functionality|
|Product Differentiation and Impact on Customer Value|
|Product Quality and Reliability|
IBM is a prominent player in the field of anomaly detection market. The company provides various services in the area of intrusion detection. Some of these are threat monitoring, multi-vendor intrusion detection, and threat analysis services. IBM has several product offerings, such as cloud security, mainframe security, advanced fraud protection, and endpoint and data security.BUYERVENDOREXPERTS4.3MNM ANALYSTS
Symantec offers a comprehensive range of products and solutions in order to provide high levels of security to protect data and uncover advanced threats. Endpoint and hybrid cloud, messaging and website security, and information protection are the major products offered by the company to its commercial clients. These products provide visibility and remediation of advanced threats for clients across global industry verticals.BUYERVENDOREXPERTS4.1MNM ANALYSTS
SAS offers an enterprise analytic platform used for data management, data integration, and data quality. The company focuses on providing customer-centric solutions for its commercial customers and end-users. The company’s portfolio offers reliable solutions, which are used enterprise wide for fulfilling tasks such as innovative statistical techniques, dynamic data collection, post data-collection contextualization, and dynamic content placement.BUYERVENDOREXPERTS3.7MNM ANALYSTS
In the anomaly detection market, Flowmon Networks offers Flowmon ADS for catering NBA and anomaly detection, network monitoring and visibility, and DDoS Protection. Flowmon ADS works as a forefront warrior in the technology-driven battle against modern cyber threats that bypass traditional perimeters and endpoint security.BUYERVENDOREXPERTS3.7MNM ANALYSTS
The company offers a wide range of solutions to deal with anomaly detection, insider threat management, identity and access, application and network security, data exfiltration intelligence, threat intelligence, risk monitoring, and cloud and fraud security. The company also provides services, such as professional, managed, support, and education, for security intelligence solutions.BUYERVENDOREXPERTS3.6MNM ANALYSTS
Trend Micro has strong product offerings in the anomaly detection market. The company has various categories under which it provides threat detection and prevention products and solutions. Under the hybrid cloud security category, it provides data center, cloud, and virtualization security. Splunk Analytics for Hadoop is a software that allows users to explore, analyze, and visualize existing Hadoop data.BUYERVENDOREXPERTS3.5MNM ANALYSTS
Dell Technologies offers a wide range of computers, and associated products and services through diversified business segments serving global commercial clientele. The company’s flagship product, RSA Security Analytics, detects advanced threats with the use of machine learning and helps understand unknown attacks.BUYERVENDOREXPERTS3.5MNM ANALYSTS
The company provides GRA, which is a predictive identity-based behavior anomaly engine that identifies anomalous behaviors across users, accounts, applications, and devices by leveraging behavior analytics and machine learning. GRA has 3 uniquely combining data science for UEBA, IdA, APM.BUYERVENDOREXPERTS3.4MNM ANALYSTS
In the anomaly detection market, Wipro offers the Apollo and Holmes solution. Apollo is an anomaly detection platform built to address challenges in fraud, risk, and compliance. The Wipro Holmes fraud and anomaly detection solution helps in proactive fraud, risk, compliance, and unintentional error detection.BUYERVENDOREXPERTS3.4MNM ANALYSTS
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HPE offers complete anomaly detection, monitoring, and control services as a comprehensive packaged solution to its commercial clientele. This enables the company to gain a competitive edge in the market. The company possesses a significant breadth of offerings in the UBA area, and provides enhanced features and functionalities to its commercial customers.BUYERVENDOREXPERTS3.4MNM ANALYSTS
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Cisco is highly focused on designing products that transform the way people communicate and collaborate. The company possesses a significant breadth of offerings in the anomaly detection arena and provides enhanced features and functionalities to its commercial customers. Some of the products are NetFlow, CS-MARS, Traffic Anomaly Detectors, Guard DDoS Mitigation Appliances, IPS sensors (version 6.x and later), and NAM.BUYERVENDOREXPERTS3.2MNM ANALYSTS
LogRhythm's products enable organizations to secure their networks and optimize information technology operations. In addition to this, it strives to automate collection, organization, analysis, archival, and recovery of log data that enables enterprises to comply with log data retention regulations. The product’s components include collection, system and network monitoring, analytics modules, log and event managing, and an AI engine.BUYERVENDOREXPERTS3.2MNM ANALYSTS
TrustWave offers a wide range of products and services, including data loss prevention, incident response, intrusion detection system, penetration testing, security assessment, security information and event management, to its clients across various industry verticals. Furthermore, the company offers services such as application protection, application code review, application penetration test, incident response, network penetration testing, consulting management and reporting, and physical security and social engineering services.BUYERVENDOREXPERTS3.1MNM ANALYSTS
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Splunk is engaged in the development and marketing of software solutions. Splunk offerings enable users to collect, index, search, explore, monitor, and analyze data. They address diverse data sets that are referred to as big data and are specifically used for machine data. The company's anomaly detection products help users in various roles, including IT, security, and business professionals, to analyze their machine data and achieve real-time visibility and intelligence about their organization's operations.BUYERVENDOREXPERTS2.9MNM ANALYSTS
In the anomaly detection market, the company offers a user behavior anomaly detection solution, which is a big data solution combination of Non-Structured Query Language (NoSQL), Structured Query Language (SQL) wrappers, real-time transformations, and streaming analytics.BUYERVENDOREXPERTS2.9MNM ANALYSTS
Niara offers a security analytics platform, which includes a behavioral analytics solution that uses machine learning-based techniques to detect anomalous behaviors and find attackers without upfront configurations. The platform applies behavioral analytics on a combination of network and security data, and provides comprehensive Entity360 risk profiles for users, hosts, and IP addresses.BUYERVENDOREXPERTS2.9MNM ANALYSTS
The company offers Mendel Analyst, which helps improve security and network operations capabilities by detecting network anomalies based on historical network behavior. It uses advanced machine learning, artificial intelligence, and specialized algorithms to detect critical threats and behavioral anomalies with minimal operational cost.BUYERVENDOREXPERTS2.5MNM ANALYSTS
Anodot’s flagship anomaly detection solution named Anomaly Detection OEM is instrumental in monitoring and detecting the outliers reflected in the data, and it receives early warnings about the issues present in the data. It provides the Anodot API to stream data on the Anodot cloud. This helps in retrieving the anomalies in real time via API.BUYERVENDOREXPERTS2.4MNM ANALYSTS
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Guardian Analytics offers a reliable anomaly detection product named FraudDESK. FraudDESK is instrumental in preventing frauds associated with banking.BUYERVENDOREXPERTS1.9MNM ANALYSTS