Hanchi Ren

GRNN: Generative Regression Neural Network—A Data Leakage Attack for Federated Learning

Hanchi Ren, Jingjing Deng, Xianghua Xie · ACM Transactions on Intelligent Systems and Technology · 2022 · 108 citations · Full text

Artificial Intelligence, Leakage (Machine Learning), Privacy Protection +15

A survey on vulnerability of federated learning: A learning algorithm perspective

Xianghua Xie, Chen Hu, Hanchi Ren et al. · Neurocomputing · 2024 · 35 citations · Full text

Deep Prediction Network Based on Covariance Intersection Fusion for Sensor Data

Hanchi Ren, Yeqing Wang, Huijun Ma · ICCK Transactions on Intelligent Systematics · 2024 · 12 citations · Full text

FedBoosting: Federated learning with gradient protected boosting for text recognition

Hanchi Ren, Jingjing Deng, Xianghua Xie et al. · Neurocomputing · 2023 · 11 citations · Full text