Abnormal Client Detection Federated Learning Using Image Vectors

Author:

Park JinSeon1,Tae Kim Ki1,Park Seong-Bae1,Seon Hong Choong1

Affiliation:

1. Kyung Hee University,Department of Computer Science and Engineering,Yongin-si,Republic of Korea,17104

Funder

National Research Foundation of Korea

Kyung Hee University

Publisher

IEEE

Reference10 articles.

1. Abnormal client behavior detection in federated learning;li,2019

2. Unsupervised representation learning with deep convolutional generative adversarial networks;radford,2015

3. Secure aggregation for federated learning in flower

4. Communication-Efficient Learning of DeepNetworks from DecentralizedData;brendan;Proceedings of the 20th International Conference on Artificial Intelligenceand Statistics (AISTATS),2017

5. Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs;yao,2019

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