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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Sindri Magnússon

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Preprint Aug 2026

Trust-Aware Topology Learning for Dynamic Decentralized Federated Learning under Adversaries

DMTT (Dynamic MURMURA with Trusted Topology), a decentralized personalized FL protocol built on MURMURA, which uses evidential deep learning to down-weight distribution-mismatched peers, extended here to time-varying graphs under topology-manipulation attacks.

Shubham Vaishnav, Murtaza Rangwala, Ali Beikmohammadi et al. · 0 citations

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