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Momin Ahmad Khan

2 accepted papers

2026

SABRE-FL: Selective and Accurate Backdoor Rejection for Federated Prompt Learning

ICLR 2026poster

Federated Prompt Learning has emerged as a communication-efficient and privacy-preserving paradigm for adapting large vision-language models like CLIP across decentralized clients. However, the security implications of this setup remain underexplored. In this work, we present the first study of back…

Cited by 0SourceScholar
2024

HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning

NeurIPS 2024poster

Data heterogeneity among Federated Learning (FL) users poses a significant challenge, resulting in reduced global model performance. The community has designed various techniques to tackle this issue, among which Knowledge Distillation (KD)-based techniques are common. While these techniques eff…

Cited by 0SourcePDFScholar