Hongyi Peng

A novel approach for detecting vulnerable IoT devices connected behind a home NAT

Yair Meidan, Vinay Sachidananda, Hongyi Peng et al. · Computers & Security · 2020 · 76 citations · Full text

FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning

Anran Li, Hongyi Peng, Lan Zhang et al. · 2023 · 44 citations

Artificial Intelligence, Engineering, Machine Learning +22

Advances and Open Challenges in Federated Foundation Models

Chao Ren, Han Yu, Hongyi Peng et al. · IEEE Communications Surveys & Tutorials · 2025 · 20 citations

Efficient and Privacy-Preserving Feature Importance-Based Vertical Federated Learning

Anran Li, Jiahui Huang, Ju Jia et al. · IEEE Transactions on Mobile Computing · 2023 · 18 citations

FedCSS: Joint Client-and-Sample Selection for Hard Sample-Aware Noise-Robust Federated Learning

Anran Li, Yue Cao, Jiabao Guo et al. · Proceedings of the ACM on Management of Data · 2023 · 11 citations · Full text