ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations

Author:

Ling Xinpeng1,Fu Jie1,Wang Kuncan1,Liu Haitao1,Chen Zhili1

Affiliation:

1. East China Normal University,Shanghai Key Laboratory of Trustworthy Computing,Shanghai,China

Publisher

IEEE

Reference47 articles.

1. Communication-efficient learning of deep networks from decentralized data;McMahan,2017

2. Deep leakage from gradients;Zhu;Advances in neural information processing systems,2019

3. Exploiting Unintended Feature Leakage in Collaborative Learning

4. Learning rate adaptation for differentially private stochastic gradient descent;Koskela,2018

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Communication-Efficient and Private Federated Learning with Adaptive Sparsity-Based Pruning on Edge Computing;Electronics;2024-08-29

2. Seleção de Clientes Adaptativa baseada em Privacidade Diferencial para Aprendizado Federado;Anais Estendidos do XLII Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC 2024);2024-05-20

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