Security

AutoCAT: Reinforcement Learning for Automated Exploration of Cache-Timing Attacks
Security can be seen as a competitive game between an attacker and a defender RL can be used to automatically explore attacks (and defenses) on a black-box system
Oct 28, 2022 New Hampshire
Mulong Luo, Wenjie Xiong, Geunbae Lee, Yueying Li, Xiaomeng Yang, Amy Zhang, Yuandong Tian, Hsien-Hsin S. Lee, and Edward Suh
Slides
AutoCAT: Reinforcement Learning for Automated Exploration of Cache-Timing Attacks