Cohort-based Federated Learning Credit Evaluation Method in the Metaverse-Reference-Cited by-同舟云学术

Cohort-based Federated Learning Credit Evaluation Method in the Metaverse

Published:2023-06-17 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 2023 7th International Conference on High Performance Compilation, Computing and Communications
language:
Short-container-title:

Author:

Li Hongjing¹^ORCID,Zhou Zan¹^ORCID,Zhang Haochen¹^ORCID,Jiang Ke¹^ORCID

Affiliation:

1. Beijing University of Posts and Telecommunications, Next Generation Internet Technology Research Center Institute of Network Technology, China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3606043.3606044

Reference23 articles.

1. BaFFLe: Backdoor Detection via Feedback-based Federated Learning

2. Can machine learning be secure?

3. Peva Blanchard , El Mahdi El Mhamdi , Rachid Guerraoui , and Julien Stainer . 2017 . Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent. In Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017 , December 4-9, 2017, Long Beach, CA, USA, Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, and Roman Garnett (Eds.). 119–129. https://proceedings.neurips.cc/paper/ 2017/hash/f4b9ec30ad9f68f89b29639786cb62ef-Abstract.html Peva Blanchard, El Mahdi El Mhamdi, Rachid Guerraoui, and Julien Stainer. 2017. Machine Learning with Adversaries: Byzantine Tolerant Gradient Descent. In Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA, Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, and Roman Garnett (Eds.). 119–129. https://proceedings.neurips.cc/paper/2017/hash/f4b9ec30ad9f68f89b29639786cb62ef-Abstract.html

4. Xinyun Chen , Chang Liu , Bo Li , Kimberly Lu , and Dawn Song . 2017. Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning. CoRR abs/1712.05526 ( 2017 ). arXiv:1712.05526http://arxiv.org/abs/1712.05526 Xinyun Chen, Chang Liu, Bo Li, Kimberly Lu, and Dawn Song. 2017. Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning. CoRR abs/1712.05526 (2017). arXiv:1712.05526http://arxiv.org/abs/1712.05526

5. Cohort-based federated learning services for industrial collaboration on the edge