Shengxing Yu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Privacy Preserving Data Mining Algorithms

Heterogeneous Data

Vertically Partitioned Data

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Zekai Chen, Shengxing Yu, Farong Chen, Fuyi Wang, Ximeng Liu, Robert H. Deng
Lightweight Privacy-Preserving Cross-Cluster Federated Learning With Heterogeneous Data. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Zekai Chen, Shengxing Yu, Mingyuan Fan, Ximeng Liu, Robert H. Deng
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Zekai Chen, Fuyi Wang, Shengxing Yu, Ximeng Liu, Zhiwei Zheng
FedCML: Federated Clustering Mutual Learning with non-IID Data. Euro-Par (2023)
Mingyuan Fan, Wenzhong Guo, Shengxing Yu, Zuobin Ying, Ximeng Liu
Enhance transferability of adversarial examples with model architecture. CoRR (2022)
Mingyuan Fan, Yang Liu, Cen Chen, Shengxing Yu, Wenzhong Guo, Ximeng Liu
Combating False Sense of Security: Breaking the Defense of Adversarial Training Via Non-Gradient Adversarial Attack. ICASSP (2022)
Mingyuan Fan, Yang Liu, Cen Chen, Shengxing Yu, Wenzhong Guo, Li Wang, Ximeng Liu
Toward Evaluating the Reliability of Deep-Neural-Network-Based IoT Devices. IEEE Internet Things J. 9 (18) (2022)
Xinying Liao, Jiaye Xue, Shengxing Yu, Ximeng Liu, Jiangang Shu
SecMPNN: 3-Party Privacy-Preserving Molecular Structure Properties Inference. ICASSP (2022)