JMLIS/
Articles

Articles

Open AccessArticle

DeFL-VP: Decentralized Federated Learning with Variance Reduction and Differential Privacy

Ruihong Xiu, Rui Liu, Weixu Zhang, Xiaokai Liao, Kouichi Sakurai

2026, 2(2): 12. doi: 10.53941/jmlis.2026.100012

14 Downloaded
73 Viewed
Download PDF
Open AccessArticle

DP-SoftShape: Adaptive Differential Privacy via Attention-Guided Sparsification for Time-Series Classification

Baobing Zhang, Wanxin Sui, Maozhen Li

2026, 2(2): 9. doi: 10.53941/jmlis.2026.100009

21 Downloaded
106 Viewed
Download PDF
Open AccessArticle

Bayesian Local Differential Privacy for Implicit Feedback Recommendation

Hao Tang, Yong Wang, Bo Li, Jiangzhou Deng, Zhiqiang Zhang

2025, 1(1): 6. doi: 10.53941/jmlis.2025.100006

45 Downloaded
158 Viewed
Download PDF