A skew-aware Byzantine attack, STRIKE, exploits the tendency of honest non-IID gradients to form dense clusters away from their mean, hiding malicious gradients inside the cluster.
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Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning
A skew-aware Byzantine attack, STRIKE, exploits the tendency of honest non-IID gradients to form dense clusters away from their mean, hiding malicious gradients inside the cluster.