2 papers
cs.CR2025
Bipartite Randomized Response Mechanism for Local Differential Privacy
Shun Zhang, Hai Zhu, Zhili Chen +1
With the increasing importance of data privacy, Local Differential Privacy (LDP) has recently become a strong measure of privacy for protecting each user's privacy from data analys…
cs.LG2022
FedVeca: Federated Vectorized Averaging on Non-IID Data with Adaptive Bi-directional Global Objective
Ping Luo, Jieren Cheng, Zhenhao Liu +2
Federated Learning (FL) is a distributed machine learning framework to alleviate the data silos, where decentralized clients collaboratively learn a global model without sharing th…