57 citations · 78 across the 4 of their papers we have counts for
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cs.LG2022★ 6 cited
Subject Granular Differential Privacy in Federated Learning
Virendra J. Marathe, Pallika Kanani, Daniel W. Peterson +1
This paper considers subject level privacy in the FL setting, where a subject is an individual whose private information is embodied by several data items either confined within a…
cs.LG2022★ 15 cited
Subject Membership Inference Attacks in Federated Learning
Anshuman Suri, Pallika Kanani, Virendra J. Marathe +1
Privacy attacks on Machine Learning (ML) models often focus on inferring the existence of particular data points in the training data. However, what the adversary really wants to k…