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Everything about User behavior analytics
Threat monitoring technology
User behavior analytics (UBA) or user and entity behavior analytics (UEBA), is the concept of analyzing the behavior of users, subjects, visitors, etc. for a specific purpose. It allows cybersecurity tools to build a profile of each individual's normal activity, by looking at patterns of human behavior, and then highlighting deviations from that profile that may indicate a potential compromise. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: User behavior analyticsA 5-minute orientation
- Skim a recent paper: User behaviour analysis using data analytics and machine learning to predict malicious user versus legitimate userInfluential work since 2022
- Pick up a classic book: Google AnalyticsThe most-reprinted book on the subject
- Read the landmark paper: User behavior analytics-based classification of application layer HTTP-GET flood attacksCited 49 times
- Go sideways: Keystroke dynamicsA closely related topic
- Go sideways: Implicit authenticationA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🏆 Landmark papers (most cited)
User behavior analytics-based classification of application layer HTTP-GET flood attacks
Environmental air pollution management system: Predicting user adoption behavior of big data analytics
Cyberattack Detection Framework Using Machine Learning and User Behavior Analytics
Sales Prediction and Product Recommendation Model Through User Behavior Analytics
VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics
A comprehensive investigation of clustering algorithms for User and Entity Behavior Analytics
Tracking User Behavior with Google Analytics Events on an Academic Library Web Site
Predicting Online Shopping Behavior: Using Machine Learning and Google Analytics to Classify User Engagement
🆕 Influential since 2022
User behaviour analysis using data analytics and machine learning to predict malicious user versus legitimate user
RETRACTED ARTICLE: Defining content marketing and its influence on online user behavior: a data-driven prescriptive analytics method
Multi-homed abnormal behavior detection algorithm based on fuzzy particle swarm cluster in user and entity behavior analytics
Data-driven personalized marketing strategy optimization based on user behavior modeling and predictive analytics: Sustainable market segmentation and targeting
Unveiling Hidden Threats with ML-Powered User and Entity Behavior Analytics (UEBA)
📚 Books worth reading
Google AnalyticsJustin Cutroni · 2007
Treaty Occupationay ToxicologySuelen Queiroz · 2010
The Conspirators HierarchyJohn Coleman · 1992
Social Media Analytics for User Behavior ModelingArun Reddy Nelakurthi, Jingrui He · 2020- 📕User's Guide to Business AnalyticsAyanendranath Basu, Srabashi Basu · 2016
Game AnalyticsMagy Seif El-Nasr · 2013
Google analytics breakthroughFeras Alhlou · 2016
Theories of Information BehaviorKaren E. Fisher · 2005
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Keystroke dynamics Keystroke dynamics, keystroke biometrics, typing dynamics, or typing biometrics refer to the collection of biometric information generated by key-press-related…
- Implicit authentication Implicit authentication (IA) is an authentication technique that allows a smart device to recognize its owner by being acquainted with his/her behaviors…
- Keylogger A keystroke logger (keylogger) is a hardware or software component for logging the input of a keyboard. The person using the keyboard is typically unaware…
- Extended detection and response Extended detection and response (XDR) is a cybersecurity technology that monitors and mitigates cyber security threats. The term was coined by Nir Zuk…
- Biometrics Biometrics are body measurements and calculations related to human characteristics and features. Biometric authentication (or realistic authentication)…
- Authentication Authentication (from Greek: αὐθεντικός authentikos, "real, genuine", from αὐθέντης authentes, "author") is the act of proving an assertion, such as the…
- Private biometrics Private biometrics is a form of encrypted biometrics, also called privacy-preserving biometric authentication methods, in which the biometric measurement…
- Biometric device A biometric device is a security identification and authentication device. Such devices use automated methods of verifying or recognising the identity…