Closed-Form Bounds for DP-SGD against Record-level Inference Attacks

TitleClosed-Form Bounds for DP-SGD against Record-level Inference Attacks
Publication TypeConference Paper
Year of Publication2024
AuthorsCherubin G, Kopf B, Paverd A, Tople S, Wutschitz L, Zanella-Béguelin S
Conference Name33rd USENIX Security Symposium (USENIX Security 24)
Date Published08/2024
PublisherUSENIX Association
Conference LocationPhiladelphia, PA
ISBN Number978-1-939133-44-1
URLhttps://www.usenix.org/conference/usenixsecurity24/presentation/cherubin