A three-stage pill-based augmentation makes existing FL poisoning attacks evade popular defenses while raising error rates up to 7x on both IID and non-IID data.
DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness,
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Poisoning with A Pill: Circumventing Detection in Federated Learning
A three-stage pill-based augmentation makes existing FL poisoning attacks evade popular defenses while raising error rates up to 7x on both IID and non-IID data.