https://bargavjayaraman.github.io/publication/revisiting-mi/
Revisiting Membership Inference Under Realistic Assumptions | Bargav Jayaraman
May 11, 2020 - We propose novel membership inference attack and a threshold selection procedure to improve the existing attacks.
revisitingmembershipinferencerealisticassumptions
https://bargavjayaraman.github.io/authors/krishnaram-kenthapadi/
Krishnaram Kenthapadi | Bargav Jayaraman
PhD in Computer Science
jayaraman
https://bargavjayaraman.github.io/authors/lingxiao-wang/
Lingxiao Wang | Bargav Jayaraman
PhD in Computer Science
wangjayaraman
https://bargavjayaraman.github.io/publication/revisiting-ai/
Are Attribute Inference Attacks Just Imputation? | Bargav Jayaraman
Sep 2, 2022 - We propose a white-box attribute inference attack that is able to extract distribution information from the model.
attributeinferenceattacksimputationjayaraman
https://bargavjayaraman.github.io/post/evaluating-dpml-results/
Evaluating Differentially Private Machine Learning in Practice | Bargav Jayaraman
Jul 14, 2019 - What seems safe, might not be safe in practice.
machine learningevaluatingprivatepracticejayaraman
https://bargavjayaraman.github.io/authors/esha-ghosh/
Esha Ghosh | Bargav Jayaraman
PhD in Computer Science
eshaghoshjayaraman