AI Techniques for Automatic Triage Classification

Title: AI Techniques for Automatic Triage Classification Abstract: There has been considerable discussion on how to use AI to find vulnerabilities, but very little discussion on how to use it to classify vulnerabilities. Given the huge backlog of vulnerabilities in our systems, a new approach is needed to accurately cull and rank issues. In this talk, we discuss agentic classification vs. supervised classification, what other traits can be discerned besides simple "true or false positive", utilizing dynamic analysis techniques, strengths and weaknesses of generative AI in this task domain, and future research directions. Speaker Bio Arshan Dabirsiaghi, co-founder of Contrast, and now Pixee, a lifelong security researcher, and OWASP contributor. CODE OF CONDUCT We hope you enjoy the event,…