Federated or Split? A Performance and Privacy Analysis of Hybrid Split and Federated Learning Architectures

Author:

Turina Valeria,Zhang Zongshun,Esposito Flavio,Matta Ibrahim

Funder

National Science Foundation

Publisher

IEEE

Cited by 27 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. Balancing privacy and performance in federated learning: A systematic literature review on methods and metrics;Journal of Parallel and Distributed Computing;2024-10

2. Federated Learning Models for Real-Time IoT: A Survey;2024 IEEE 27th International Symposium on Real-Time Distributed Computing (ISORC);2024-05-22

3. Edge-MSL: Split Learning on the Mobile Edge via Multi-Armed Bandits;IEEE INFOCOM 2024 - IEEE Conference on Computer Communications;2024-05-20

4. Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges, and Future Directions;IEEE Access;2024

5. Machine Learning With Computer Networks: Techniques, Datasets, and Models;IEEE Access;2024

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