6 citations · 9 across the 15 of their papers we have counts for
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cs.LG2023★ 2 cited
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning
Yavuz Faruk Bakman, Duygu Nur Yaldiz, Yahya H. Ezzeldin +1
Federated Learning (FL) has gained significant attraction due to its ability to enable privacy-preserving training over decentralized data. Current literature in FL mostly focuses…
cs.CR2023★ 6 cited
Secure Federated Learning against Model Poisoning Attacks via Client Filtering
Duygu Nur Yaldiz, Tuo Zhang, Salman Avestimehr
Given the distributed nature, detecting and defending against the backdoor attack under federated learning (FL) systems is challenging. In this paper, we observe that the cosine si…