User behavior analytics (UBA) is enjoying its own moment of high expectations. Analyst: UBA tools hold several key advantages over SIEM for applications like insider threat detection, credential abuse, account takeovers and IP/data loss prevention. UBA uses a combination of AI and analytical approaches to establish baselines of how systems, networks and devices typically behave, and then detect significant anomalies in their behavior and send alerts to security teams for further investigation. Gartner analysts agree UBA wont replace human analysts any time soon; SIEM is not going away.”]
Source: https://www.csoonline.com/article/3228132/user-behavior-analytics-separating-hype-from-reality.html