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Communication-Efficient Byzantine-Robust Federated Conformal Prediction via Partial Sharing

Lari, Ehsan et al.
arXiv (All) · Papers
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applicationsprobabilitysignal-processing
We propose PRISM-FCP (Partial shaRing and robust calIbration with Statistical Margins for Federated Conformal Prediction), a communication-efficient Byzantine-robust federated conformal prediction framework that uses partial model sharing to mitigate stochastic model-poisoning attacks during trainin
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