17 citations · 17 across the 7 of their papers we have counts for
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cs.LG2022★ 17 cited
Membership Inference Attacks and Generalization: A Causal Perspective
Teodora Baluta, Shiqi Shen, S. Hitarth +2
Membership inference (MI) attacks highlight a privacy weakness in present stochastic training methods for neural networks. It is not well understood, however, why they arise. Are t…
cs.LG2022
LPGNet: Link Private Graph Networks for Node Classification
Aashish Kolluri, Teodora Baluta, Bryan Hooi +1
Classification tasks on labeled graph-structured data have many important applications ranging from social recommendation to financial modeling. Deep neural networks are increasing…