Jiankai Jin

Elephants Do Not Forget: Differential Privacy with State Continuity for Privacy Budget

2024 · arXiv (Cornell University)

Current implementations of differentially-private (DP) systems either lack support to track the global privacy budget consumed on a dataset, or fail to faithfully maintain the state continuity of this budget. We show that failure to …