Combine UEBA And ML To Prevent Supply Chain Attacks Now jbower, October 25, 2023October 25, 2023 Could Supply Chain Attacks like Log4J have been prevented? If so, how? Well, that’s what I’m going to dive into today, and also announce the launch of a new project, DependencyCheck.ai.I had this idea a while back that if I combined both ML and UEBA (User Entity Based Analytics), I might be able to provide an accurate risk score of open-source dependency packages. By not only focusing on the source code but also on the person behind the keyboard writing it! UEBA
Active Defense Building a Next-Gen Active Learning Cyber Defense System August 22, 2023September 29, 2025This post will outline my views on creating an “Active Learning Cyber Defense System.” The type of active learning defense system I am describing can make “Real-Time Security Decisions.” For clarification in this instance, “real-time” would be: Ingest –> Analyze –> Execute = (Under 1000ms) or under 1 second from… Read More