Hanchi Ren

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Text Recognition

Learning Algorithm

Gradient Boosting

Top Venues

ICDM (Workshops)

ACM Trans. Intell. Syst. Technol.

Publications

Xianghua Xie, Chen Hu, Hanchi Ren, Jingjing Deng
A survey on vulnerability of federated learning: A learning algorithm perspective. Neurocomputing 573 (2024)
Yi Hu, Hanchi Ren, Chen Hu, Jingjing Deng, Xianghua Xie
An Element-Wise Weights Aggregation Method for Federated Learning. CoRR (2024)
Hanchi Ren, Jingjing Deng, Xianghua Xie, Xiaoke Ma, Yichuan Wang
FedBoosting: Federated learning with gradient protected boosting for text recognition. Neurocomputing 569 (2024)
Xianghua Xie, Chen Hu, Hanchi Ren, Jingjing Deng
A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective. CoRR (2023)
Hanchi Ren, Jingjing Deng, Xianghua Xie, Xiaoke Ma, Jianfeng Ma
Gradient Leakage Defense with Key-Lock Module for Federated Learning. CoRR (2023)
Yi Hu, Hanchi Ren, Chen Hu, Jingjing Deng, Xianghua Xie
An Element-Wise Weights Aggregation Method for Federated Learning. ICDM (Workshops) (2023)
Hanchi Ren, Jingjing Deng, Xianghua Xie
GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning. ACM Trans. Intell. Syst. Technol. 13 (4) (2022)
Hanchi Ren, Jingjing Deng, Xianghua Xie
GRNN: Generative Regression Neural Network - A Data Leakage Attack for Federated Learning. CoRR (2021)
Hanchi Ren, Jingjing Deng, Xianghua Xie
Privacy Preserving Text Recognition with Gradient-Boosting for Federated Learning. CoRR (2020)