Patronus: Countering Model Poisoning Attacks in Edge Distributed DNN Training

Author:

Wu Zhonghui1,Xu Changqiao1,Wang Mu1,Ma Yunxiao1,Wu Zhongrui2,Xiahou Zhenyu3,Grieco Luigi Alfredo4

Affiliation:

1. Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China,100876

2. School of Information Technology, Zhejiang Financial College,Zhejiang,China,310018

3. Jiangxi Academy of Cyber Security,Jiangxi,China,30096

4. Department of Electrical and Information Engineering and CNIT,Bari,Italy,70100

Funder

Natural Science Foundation of China

Publisher

IEEE

Reference28 articles.

1. Task Co-Offloading for D2D-Assisted Mobile Edge Computing in Industrial Internet of Things

2. Joint Optimization of Data-Center Selection and Video-Streaming Distribution for Crowdsourced Live Streaming in a Geo-Distributed Cloud Platform

3. Towards Real-Time Segmentation on the Edge

4. Language models are few-shot learners;Brown;Advances in neural information processing systems,2020

5. Unity: Accelerating DNN training through joint optimization of algebraic transformations and parallelization;Unger

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