Byzantine-Robust Federated RAG via Aligned Calibration and Fixed-Membership Conformal Prediction
stat.ML, cs.LG
Submitted: 2026-09-27
Updated: 2026-09-29
Terminology
Sources
- Certified Adaptive Refresh: Anytime-Valid Monitoring for Federated Conformal RAG
- Federated Language Models Under Bandwidth Budgets: Distillation Rates and Conformal Coverage
- Merging uncertainty sets via majority vote
- The Llama 3 Herd of Models
- Conformal Prediction with Large Language Models for Multi-Choice Question Answering
- Partial Model Sharing Improves Byzantine Resilience in Federated Conformal Prediction
- A Wolf in Sheep's Clothing: Targeted Routing Hijacking in Federated RAG
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