LAUSR

Turning Federated Learning Systems Into Covert Channels

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1 Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3229124

Abstract: Federated learning (FL) goes beyond traditional, centralized machine learning by distributing model training among a large collection of edge clients. These clients cooperatively train a global, e.g., cloud-hosted, model without disclosing their local, private training… read more here.

Keywords: systems covert; learning systems; federated learning; turning federated ... See more keywords