Differentially private federated deep learning for multi-site medical image segmentation

6 July 2021

Georgios Kaissis

Papers citing "Differentially private federated deep learning for multi-site medical image segmentation"

3 / 3 papers shown

Title
From Challenges and Pitfalls to Recommendations and Opportunities: Implementing Federated Learning in Healthcare Ming Li Pengcheng Xu Junjie Hu Zeyu Tang Guang Yang FedML 50 1 0 15 Sep 2024
Analysing the Influence of Attack Configurations on the Reconstruction of Medical Images in Federated Learning M. Dahlgaard Morten Wehlast Jorgensen N. Fuglsang Hiba Nassar FedML AAML 38 2 0 25 Apr 2022
Efficient Hyperparameter Optimization for Differentially Private Deep Learning Aman Priyanshu Rakshit Naidu Fatemehsadat Mireshghallah Mohammad Malekzadeh 44 5 0 09 Aug 2021