Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems

Author:

Zhang Shiying1,Li Jun1ORCID,Shi Long1ORCID,Ding Ming2ORCID,Nguyen Dinh C.3ORCID,Tan Wuzheng4ORCID,Weng Jian4ORCID,Han Zhu5ORCID

Affiliation:

1. School of Electrical and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China

2. Data61, CSIRO, Eveleigh, NSW, Australia

3. Department of Electrical and Computer Engineering, The University of Alabama in Huntsville, Huntsville, AL, USA

4. College of Cyber Security, Jinan University, Guangzhou, China

5. Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA

Funder

National Natural Science Foundation of China

Science and Technology Major Project of Tibetan Autonomous Region of China

National Joint Engineering Research Center of Network Security Detection and Protection Technology

Guangdong Key Laboratory of Data Security and Privacy Preserving

Research Center of Trustworthy AI

Jiangsu Specially-Appointed Professor Program 2021

NSF

US Department of Transportation, Toyota and Amazon

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Science Applications,Mechanical Engineering,Automotive Engineering

Cited by 3 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. Responsible Federated Learning in Smart Transportation: Outlooks and Challenges;IEEE Internet of Things Magazine;2024-09

2. Design of Anti-Plagiarism Mechanisms in Decentralized Federated Learning;IEEE Transactions on Services Computing;2024-07

3. Research on federal learning privacy protection based on secure multi-party computing;Proceedings of the 2024 3rd International Conference on Cyber Security, Artificial Intelligence and Digital Economy;2024-03

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