#SatML

Gaussian DP for Reporting Differential Privacy Guarantees in Machine Learning Current practices for reporting the level of differential privacy (DP) protection for machine learning (ML) algorithms such as DP-SGD provide an incomplete and potentially misleading picture of the pr...

Here's a paper with all the details:
arxiv.org/abs/2503.10945

Presenting on Mar 24 at #SatML
w/ Felipe Gomez, Borja Balle, Jamie Hayes, @fcalmon.bsky.social, @ahonkela.bsky.social