1 code implementation • 13 Sep 2021 • Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang
However, existing MIAs ignore the source of a training member, i. e., the information of which client owns the training member, while it is essential to explore source privacy in FL beyond membership privacy of examples from all clients.
2 code implementations • 14 Mar 2021 • Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Philip S. Yu, Xuyun Zhang
In recent years, MIAs have been shown to be effective on various ML models, e. g., classification models and generative models.