Xu Ma

Privacy preservation for machine learning training and classification based on homomorphic encryption schemes

Jing Li, Xiaohui Kuang, Shujie Lin et al. · Information Sciences · 2020 · 133 citations

Privacy Preservation, Privacy Protection, Engineering +12

Privacy preserving multi-party computation delegation for deep learning in cloud computing

Xu Ma, Fangguo Zhang, Xiaofeng Chen et al. · Information Sciences · 2018 · 132 citations

Secure Multi-party Computation, Privacy Protection, Engineering +11

Differentially Private Byzantine-Robust Federated Learning

Xu Ma, Xiaoqian Sun, Yuduo Wu et al. · IEEE Transactions on Parallel and Distributed Systems · 2022 · 78 citations

Engineering, Machine Learning, Data Science +15

AEMDA: inferring miRNA–disease associations based on deep autoencoder

Cunmei Ji, Zhen Gao, Xu Ma et al. · Bioinformatics · 2020 · 76 citations

Privacy-preserving Byzantine-robust federated learning

Xu Ma, Yuqing Zhou, Laihua Wang et al. · Computer Standards & Interfaces · 2021 · 64 citations

Engineering, Information Security, Federated Learning +7