open-appsec NGINX WAF makes machine learning friendly using gamification

In a previous blog we explained how open-appsec, an open source WAF project, is using machine-learning to preemptively block attacks against Web Apps & APIs.

Machine learning is often a black-box which is difficult to understand and track. open-appsec uses gamification in order to demonstrate the learning progress.

We developed a system that uses human understandable terms to describe the progress of learning as well as explanation as to what is needed in order to reach the next level. …

appsec cloudnative gamification kubernetes machine machine learning nginx waf