Recover User’s Private Training Image Data by Gradient in Federated Learning

Exchanging gradient is a widely used method in modern multinode machine learning system (e.g., distributed training, Federated Learning). Gradients and weights of model has been presumed to be safe to delivery. However, some studies have shown that gradient inversion technique can reconstruct the in...

Descripción completa

Detalles Bibliográficos
Autores principales: Gong, Haimei, Jiang, Liangjun, Liu, Xiaoyang, Wang, Yuanqi, Wang, Lei, Zhang, Ke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573526/
https://www.ncbi.nlm.nih.gov/pubmed/36236251
http://dx.doi.org/10.3390/s22197157

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9573526/
https://www.ncbi.nlm.nih.gov/pubmed/36236251
http://dx.doi.org/10.3390/s22197157

Ejemplares similares