Horus makes federated learning robust to poisoning under extreme client heterogeneity by aggregating only LoRA adapters and detecting attackers from the spectral structure of the LoRA-A component.
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Heterogeneity-Oblivious Robust Federated Learning
Horus makes federated learning robust to poisoning under extreme client heterogeneity by aggregating only LoRA adapters and detecting attackers from the spectral structure of the LoRA-A component.