3 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.CR2022★ 3 cited
Privacy-preserving Generative Framework Against Membership Inference Attacks
Ruikang Yang, Jianfeng Ma, Yinbin Miao +1
Artificial intelligence and machine learning have been integrated into all aspects of our lives and the privacy of personal data has attracted more and more attention. Since the ge…
cs.CR2020★ 2 cited
Pocket Diagnosis: Secure Federated Learning against Poisoning Attack in the Cloud
Zhuoran Ma, Jianfeng Ma, Yinbin Miao +3
Federated learning has become prevalent in medical diagnosis due to its effectiveness in training a federated model among multiple health institutions (i.e. Data Islands (DIs)). Ho…
cs.CR2020★ 2 cited
VerifyTL: Secure and Verifiable Collaborative Transfer Learning
Zhuoran Ma, Jianfeng Ma, Yinbin Miao +4
Getting access to labelled datasets in certain sensitive application domains can be challenging. Hence, one often resorts to transfer learning to transfer knowledge learned from a…