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.

Speakers

Joseph Ravichandran

Michael Wang

Video

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