Lingchen Zhao

Privacy-Preserving Collaborative Deep Learning With Unreliable Participants

Lingchen Zhao, Qian Wang, Qin Zou et al. · IEEE Transactions on Information Forensics and Security · 2019 · 209 citations

Artificial Intelligence, Privacy Protection, Engineering +16

Shielding Collaborative Learning: Mitigating Poisoning Attacks through Client-Side Detection

Lingchen Zhao, Shengshan Hu, Qian Wang et al. · IEEE Transactions on Dependable and Secure Computing · 2020 · 125 citations

Engineering, Evasion Technique, Information Security +20

SEAR: Secure and Efficient Aggregation for Byzantine-Robust Federated Learning

Lingchen Zhao, Jianlin Jiang, Bo Feng et al. · IEEE Transactions on Dependable and Secure Computing · 2021 · 118 citations · Full text

InPrivate Digging: Enabling Tree-based Distributed Data Mining with Differential Privacy

Lingchen Zhao, Lihao Ni, Shengshan Hu et al. · 2018 · 105 citations

VeriML: Enabling Integrity Assurances and Fair Payments for Machine Learning as a Service

Lingchen Zhao, Qian Wang, Cong Wang et al. · IEEE Transactions on Parallel and Distributed Systems · 2021 · 85 citations

Service Provider, Engineering, Machine Learning +19