AutoCAT: Reinforcement Learning for Automated Exploration of Cache-Timing Attacks.
Mulong LuoWenjie XiongGeunbae LeeYueying LiXiaomeng YangAmy ZhangYuandong TianHsien-Hsin S. LeeG. Edward SuhPublished in: HPCA (2023)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- model based reinforcement learning
- semi automated
- exploration exploitation
- function approximation
- autonomous learning
- optimal control
- reinforcement learning algorithms
- malicious attacks
- prefetching
- markov decision processes
- optimal policy
- state space
- countermeasures
- fully automated
- exploration exploitation tradeoff
- machine learning
- learning algorithm
- chosen plaintext
- terrorist attacks
- traffic analysis
- model free
- watermarking algorithm
- data access
- transfer learning
- web services