A Game-Theoretic Analysis of Auditing Differentially Private Algorithms with Epistemically Disparate Herd

Ya-Ting Yang, Tao Zhang, Quanyan Zhu

Privacy-preserving AI algorithms are widely adopted in various domains, but the lack of transparency might pose accountability issues. While auditing algorithms can address this is…