Research on federal learning privacy protection based on secure multi-party computing
Author:
Affiliation:
1. School of Information Technology, Mapua University, Philippines and School of Software Engineering, Xiamen University of Technology, China
2. School of Information Technology, Mapua University, Philippines
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3672919.3672947
Reference42 articles.
1. Rieke N. Hancox J. Li W. Milletari F. Roth H. R. Albarqouni S. Cardoso M. J. 2020. The future of digital health with federated learning. NPJ digital medicine 3(1) 119.
2. Qu Z. Tang Y. Muhammad G. Tiwari P. 2023. Privacy protection in intelligent vehicle networking: A novel federated learning algorithm based on information fusion. Information Fusion 98 101824.
3. Li Q. Gong B. Zhu Y. Cai R. Kong X. 2023. Research on Decentralized Federated Learning System for Vehicle Data Privacy Protection Based on Blockchain. In 2023 IEEE International Conference on Image Processing and Computer Applications (ICIPCA) (pp. 320-324). IEEE.
4. Privacy-preserving SVM on Outsourced Genomic Data via Secure Multi-party Computation
5. Uddin R. Kumar S. 2023. SDN-based Federated Learning approach for Satellite-IoT Framework to Enhance Data Security and Privacy in Space Communication. IEEE Journal of Radio Frequency Identification.
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