WAPP: Safe Learning of Positive Security WAF Policies from Live Traffic

Web Application Firewalls WAFs mainly rely on signatures to detect known attacks, which can leave gaps against modified or previously unseen payloads. Positive security provides a complementary approach by learning legitimate traffic and blocking inputs that fall outside the learned profile...