2 papers
cs.LG2024
Locally Differentially Private Online Federated Learning With Correlated Noise
Jiaojiao Zhang, Linglingzhi Zhu, Dominik Fay +1
We introduce a locally differentially private (LDP) algorithm for online federated learning that employs temporally correlated noise to improve utility while preserving privacy. To…
cs.LG2024
Differentially Private Online Federated Learning with Correlated Noise
Jiaojiao Zhang, Linglingzhi Zhu, Mikael Johansson
We introduce a novel differentially private algorithm for online federated learning that employs temporally correlated noise to enhance utility while ensuring privacy of continuous…