open-appsec

open-appsec (https://www.openappse.io) is an open-source initiative that builds on machine learning to provide pre-emptive web app & API threat protection against OWASP Top-10 and zero-day attacks. 

It can be deployed as add-on to Kubernetes Ingress, NGINX, Envoy and API Gateways.

Thanks to machine learning, there is no threat signature upkeep and exception handling, like common in many WAF solutions.