12 citations · 50 across the 12 of their papers we have counts for
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cs.CR2024★ 8 cited
Ents: An Efficient Three-party Training Framework for Decision Trees by Communication Optimization
Guopeng Lin, Weili Han, Wenqiang Ruan +4
Multi-party training frameworks for decision trees based on secure multi-party computation enable multiple parties to train high-performance models on distributed private data with…
cs.CR2021★ 9 cited
Secure Linear Aggregation Using Decentralized Threshold Additive Homomorphic Encryption For Federated Learning
Haibo Tian, Fangguo Zhang, Yunfeng Shao +1
Secure linear aggregation is to linearly aggregate private inputs of different users with privacy protection. The server in a federated learning (FL) environment can fulfill any li…