most citedVFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification

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cs.LG2024★ 1 cited

VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification

Yungi Cho, Woorim Han, Miseon Yu +3

Vertical Federated Learning (VFL) focuses on handling vertically partitioned data over FL participants. Recent studies have discovered a significant vulnerability in VFL to backdoo…

cs.LG2024

FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models

Younghan Lee, Yungi Cho, Woorim Han +2

Federated Learning (FL) thrives in training a global model with numerous clients by only sharing the parameters of their local models trained with their private training datasets.…