Author

Muhamad Felemban

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Open access 2026

SiftFL: Scheduling-Based Robust Backdoor Detection in Federated Learning

Backdoor attacks pose a serious threat to federated learning, particularly when client data are non-IID and the attacker ratio is high. FilterFL is a recent server-side defense that employs two Conditional Generative Adversarial Networks (CGANs) to generate synthetic samples and identify malicious client models without...

Ekhlas Hashem, Muhamad Felemban, Sajjad Mahmood et al. · IEEE Access · 0 citations