If you are interested in deep reinforcement learning, find below my ICML paper on how we can detect adversaries in deep reinforcement learning:

Paper: Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions
Link: https://proceedings.mlr.press/v202/korkmaz23a.html

PMLR

Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions

Learning in MDPs with highly complex state representations is currently possible due to multiple advancements in reinforcement learning algorithm design. How...