PhD student, Hebrew University of Jerusalem
3 papers at NeurIPS 2025
We consider the privacy guarantees of a new sampling method, which combines aspects of Poisson subsamplig and shuffling, and prove it can be approximated as Poisson subsampling.
We characterize the capabilities of one-run privacy auditing and its inherent limitations and present new approaches to mitigate them.