Strategic Gradient Transmission With Targeted Privacy-Awareness in Model Training: A Stackelberg Game Analysis-Reference-Cited by-同舟云学术

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Strategic Gradient Transmission With Targeted Privacy-Awareness in Model Training: A Stackelberg Game Analysis

Published:2024-09 Issue:9 Volume:5 Page:4635-4648
ISSN:2691-4581
Container-title:IEEE Transactions on Artificial Intelligence
language:
Short-container-title:IEEE Trans. Artif. Intell.

Author:

Sun Hezhe¹^ORCID,Wang Yufei²^ORCID,Yang Huiwen³^ORCID,Huo Kaixuan¹^ORCID,Li Yuzhe¹^ORCID

Affiliation:

1. State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang, China

2. Research Institute, Liaoning ATS Intelligent Transportation Technology Company Ltd., Shenyang, China

3. Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong, China

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/9078688/10673734/10502336.pdf?arnumber=10502336

Reference41 articles.

1. The Internet of Things (IoT): Applications, investments, and challenges for enterprises

2. Large scale distributed deep networks;Dean,2012

3. Scaling distributed machine learning with system and algorithm co-design;Li,2017

4. Deep learning with elastic averaging SGD;Zhang,2015

5. Parallelized stochastic gradient descent;Zinkevich,2010

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