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06/03/2023
Forgettable Federated Linear Learning with Certified Data Removal
Federated learning (FL) is a trending distributed learning framework tha...
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03/04/2023
Federated Virtual Learning on Heterogeneous Data with Local-global Distillation
Despite Federated Learning (FL)'s trend for learning machine learning mo...
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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...
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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...
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01/26/2022
On the Convergence of mSGD and AdaGrad for Stochastic Optimization
As one of the most fundamental stochastic optimization algorithms, stoch...
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04/15/2021