Invited Talk
in
Workshop: ICML workshop on Machine Learning for Cybersecurity (ICML-ML4Cyber)

A Case Study of Real-World Kernel Exploitation

Michael Wang · Joseph Ravichandran

2022 Invited Talk
in
Workshop: ICML workshop on Machine Learning for Cybersecurity (ICML-ML4Cyber)

Abstract

A walk-through of the process security researchers go through to find modern kernel exploits, and a discussion of potential ways to improve bug finding and categorization with AI. We present CVE-2022-29968, an original Linux kernel exploit we developed, and discuss the current challenges researchers face with respect to exploit categorization and automated discovery.

Video

Chat is not available.