Learning to Attack: A Bandit Approach to Adversarial Context Poisoning

Ray Telikani, Amir H. Gandomi

Neural contextual bandits are vulnerable to adversarial attacks, where subtle perturbations to rewards, actions, or contexts induce suboptimal decisions. We introduce AdvBandit, a…