Federated
Artificial Intelligence
Fighting Back Against Attacks in Federated LearningÂ
Federated Learning (FL) is we train AI models. As an alternative of sending all of your sensitive data to a central location, FL keeps the information where it's, and only shares model updates....
Artificial Intelligence
Algorithm Protection within the Context of Federated LearningÂ
While working at a biotech company, we aim to advance ML & AI Algorithms to enable, for instance, brain lesion segmentation to be executed on the hospital/clinic location where patient data resides, so it's...
Artificial Intelligence
From Centralized to Federated Learning
A summary of dataset distribution techniques for Federated Learning on the CIFAR benchmark datasetFederated Learning (FL) is a technique to coach Machine Learning (ML) models in a distributed setting . The thought is that...
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