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Ajay Kumar Shrestha, Sandhya Joshi

Public reference bibliography and cataloged PDF materials authored or published by Ajay Kumar Shrestha, Sandhya Joshi.

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Peer-Relative Trust-Guided Update Screening for Robust Semi-Decentralized Federated Learning under Label-Flipping Attacks

Year: 2026 • Source: arxiv.org • Listed PDF

Trust and reputation mechanisms can reduce the influence of malicious clients in federated learning (FL), but strict update filtering is difficult under non-independent and identically distributed (non-IID) data because ...