Efficient and privacy-preserving group signature for federated learning

Author:

Kanchan SnehaORCID,Jang Jae WonORCID,Yoon Jun YongORCID,Choi Bong JunORCID

Funder

Institute for Information Communication Technology Planning and Evaluation

Ministry of Science, ICT and Future Planning

National Research Foundation of Korea

Iran Telecommunication Research Center

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Reference32 articles.

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2. Source inference attacks in federated learning;Hu,2021

3. Secure and privacy-aware blockchain design: Requirements, challenges and solutions;Aslam;J. Cybersecur. Priv.,2021

4. Keith Bonawitz, et al., Practical secure aggregation for privacy-preserving machine learning, in: Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, Dallas, Texas, USA, 2017, pp. 1175–1191.

5. Privacy-preserving federated learning framework based on chained secure multiparty computing;Li;IEEE Internet Things J.,2021

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2. Privacy-Preserving Deep Learning Framework Based on Restricted Boltzmann Machines and Instance Reduction Algorithms;Applied Sciences;2024-02-01

3. Group Based Privacy Preserving Incentive Mechanism for Federated Learning;2024 IEEE 3rd International Conference on Control, Instrumentation, Energy & Communication (CIEC);2024-01-25

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