no code implementations • 11 Feb 2022 • Ruikang Yang, Jianfeng Ma, Yinbin Miao, Xindi Ma
Membership inference attacks can measure the model leakage of source data to a certain degree.
no code implementations • 23 Sep 2020 • Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Ximeng Liu, Kim-Kwang Raymond Choo, Robert H. Deng
Previous works on federated learning have been inadequate in ensuring the privacy of DIs and the availability of the final federated model.
Cryptography and Security