2 papers
cs.LG2026
Let's Ask Gauss: Improved One-Run Privacy Auditing
Adya Agrawal, Yu Wei, Jaspal Singh +2
Privacy auditing provides an important safeguard by estimating the actual information leaked by a model, thus ensuring that theoretical privacy guarantees hold in practice. We stud…
cs.CR2025
Indifferential Privacy: A New Paradigm and Its Applications to Optimal Matching in Dark Pool Auctions
Antigoni Polychroniadou, T. -H. Hubert Chan, Adya Agrawal
Public exchanges like the New York Stock Exchange and NASDAQ act as auctioneers in a public double auction system, where buyers submit their highest bids and sellers offer their lo…