1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Robust Thompson Sampling Algorithms Against Reward Poisoning Attacks
Yinglun Xu, Zhiwei Wang, Gagandeep Singh
Thompson sampling is one of the most popular learning algorithms for online sequential decision-making problems and has rich real-world applications. However, current Thompson samp…
cs.LG2024★ 1 cited
Stealthy Adversarial Attacks on Stochastic Multi-Armed Bandits
Zhiwei Wang, Huazheng Wang, Hongning Wang
Adversarial attacks against stochastic multi-armed bandit (MAB) algorithms have been extensively studied in the literature. In this work, we focus on reward poisoning attacks and f…