An Extension of Fano's Inequality for Characterizing Model
Susceptibility to Membership Inference Attacks

An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks

17 September 2020

Sumit Kumar Jha

Alvaro Velasquez

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Papers citing "An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks"

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Title
Towards Sparsified Federated Neuroimaging Models via Weight Pruning Dimitris Stripelis Umang Gupta Nikhil J. Dhinagar Greg Ver Steeg Paul M. Thompson J. Ambite FedML 57 0 0 24 Aug 2022
Secure & Private Federated Neuroimaging Dimitris Stripelis Umang Gupta Hamza Saleem Nikhil J. Dhinagar Tanmay Ghai ... Greg Ver Steeg Yu Yang Muhammad Naveed Paul M. Thompson J. Ambite FedML OOD 54 2 0 11 May 2022
Membership Inference Attacks on Deep Regression Models for Neuroimaging Umang Gupta Dmitris Stripelis Pradeep Lam Paul M. Thompson J. Ambite Greg Ver Steeg MIACV FedML 76 33 0 06 May 2021
Membership Inference Attacks on Machine Learning: A Survey Hongsheng Hu Z. Salcic Lichao Sun Gillian Dobbie Philip S. Yu Xuyun Zhang MIACV 118 445 0 14 Mar 2021