Search Results for author: Yinbin Miao

Found 2 papers, 0 papers with code

Privacy-preserving Generative Framework Against Membership Inference Attacks

no code implementations11 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.

Privacy Preserving

Pocket Diagnosis: Secure Federated Learning against Poisoning Attack in the Cloud

no code implementations23 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

Cannot find the paper you are looking for? You can Submit a new open access paper.