Edge-Cloud Collaborative Defense against Backdoor Attacks in Federated Learning

Federated learning has a distributed collaborative training mode, widely used in IoT scenarios of edge computing intelligent services. However, federated learning is vulnerable to malicious attacks, mainly backdoor attacks. Once an edge node implements a backdoor attack, the embedded backdoor mode w...

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Detalles Bibliográficos
Autores principales: Yang, Jie, Zheng, Jun, Wang, Haochen, Li, Jiaxing, Sun, Haipeng, Han, Weifeng, Jiang, Nan, Tan, Yu-An
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9921795/
https://www.ncbi.nlm.nih.gov/pubmed/36772101
http://dx.doi.org/10.3390/s23031052

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