research
∙
06/03/2023
Forgettable Federated Linear Learning with Certified Data Removal
Federated learning (FL) is a trending distributed learning framework tha...
share
research
∙
03/04/2023
Federated Virtual Learning on Heterogeneous Data with Local-global Distillation
Despite Federated Learning (FL)'s trend for learning machine learning mo...
research
∙
10/19/2022
Backdoor Attack and Defense in Federated Generative Adversarial Network-based Medical Image Synthesis
Deep Learning-based image synthesis techniques have been applied in heal...
research
∙
07/02/2022
Backdoor Attack is A Devil in Federated GAN-based Medical Image Synthesis
Deep Learning-based image synthesis techniques have been applied in heal...
research
∙
01/26/2022
On the Convergence of mSGD and AdaGrad for Stochastic Optimization
As one of the most fundamental stochastic optimization algorithms, stoch...
research
∙
04/15/2021
