SecFed: A Secure and Efficient Federated Learning Based on Multi-Key Homomorphic Encryption. - Yuxuan Cai; Wenxiu Ding; Yuxuan Xiao 001; Zheng Yan 002; Ximeng Liu; Zhiguo Wan (IEEE Trans. Dependable Secur. Comput., 2024)

Octopus: A Robust and Privacy-Preserving Scheme for Compressed Gradients in Federated Learning. - Wenxiu Ding; Yuxuan Xiao 001; Zheng Yan 002; Ciwei Chen; Yuxuan Cai; Xuyang Jing (IEEE Trans. Dependable Secur. Comput., 2026)