Articles with "adaptive attacks" as a keyword



A Robust and Efficient Federated Learning Algorithm Against Adaptive Model Poisoning Attacks

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Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2024.3351371

Abstract: With the undetectable characteristic, adaptive model poisoning attacks can combine with any other attacks, bypassing the detection and violating the availability of federated learning (FL) systems. Existing defences are vulnerable to adaptive model poisoning attacks,… read more here.

Keywords: adaptive attacks; adaptive model; model poisoning; model ... See more keywords