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feberated learning

Open intefirm opened this issue 3 years ago • 1 comments

Hi, I would like to know how this library should be used on a federal learning scenario? Also, how should I be able to reproduce your attacks on federated learning described on your paper " Comprehensive Privacy Analysis of Deep Learning: Stand-alone and Federated Learning under Passive and Active White-box Inference Attacks" ?I would appreciate a lot if you could reply promptly.

intefirm avatar Apr 17 '21 07:04 intefirm

@intefirm Currently, ML Privacy Meter doesn’t support running experiments in the federated learning setting.

However, I can point you to the code used for the paper: https://github.com/SPIN-UMass/MembershipWhiteboxAttacks/blob/master/ATTACK-ALEXNET-grad_fed_local.py

amad-person avatar Apr 19 '21 01:04 amad-person