19 citations · 19 across the 2 of their papers we have counts for
2 papers
cs.CR2024
Voltran: Unlocking Trust and Confidentiality in Decentralized Federated Learning Aggregation
Hao Wang, Yichen Cai, Jun Wang +4
The decentralized Federated Learning (FL) paradigm built upon blockchain architectures leverages distributed node clusters to replace the single server for executing FL model aggre…
cs.CR2023★ 19 cited
Improved Privacy-Preserving PCA Using Optimized Homomorphic Matrix Multiplication
Xirong Ma
Principal Component Analysis (PCA) is a pivotal technique widely utilized in the realms of machine learning and data analysis. It aims to reduce the dimensionality of a dataset whi…