HongshengHu / SIAs-Beyond_MIAs_in_Federated_Learning

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About DP-SGD #1

Open HuitongJin opened 7 months ago

HuitongJin commented 7 months ago

Hello dear author, thank you very much for sharing your work. I am more interested in the implementation of DP-SGD, but it seems that this part is not included in your open source code.

HongshengHu commented 7 months ago

Hi Huitong, thanks for your interest in our work. For DP-SGD, you perhaps can import pytorch opacus package for implementation. I remember I used an old version of this package to do vanilla DP experiments. Further justification may needed to comprehensively evaluating DP.