Action-Manipulation Attacks Against Stochastic Bandits: Attacks and Defense

Guanlin Liu, Lifeng lai

Due to the broad range of applications of stochastic multi-armed bandit model, understanding the effects of adversarial attacks and designing bandit algorithms robust to attacks ar…