Contribution-Wise Byzantine-Robust Aggregation for Class-Balanced Federated Learning

Author:

Li Yanli,Ding Weiping,Chen Huaming,Bao Wei,Yuan Dong

Publisher

Elsevier BV

Reference44 articles.

1. Poisoning attacks against support vector machines;B Biggio;International Conference on Machine Learning (ICML),2012

2. Machine learning with adversaries: Byzantine tolerant gradient descent;P Blanchard;Advances in Neural Information Processing Systems (NeurIPS),2017

3. Achieving security and privacy in federated learning systems: Survey, research challenges and future directions;A Blanco-Justicia;Engineering Applications of Artificial Intelligence,2021

4. Fltrust: Byzantinerobust federated learning via trust bootstrapping;X Cao;ISOC Network and Distributed System Security Symposium (NDSS), ISOC,2021

5. Asynchronous online federated learning for edge devices with non-iid data;Y Chen;IEEE International Conference on Big Data (Big Data,2020

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