Hideya Ochiai
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2026
FedDetox: Robust Federated SLM Alignment via On-Device Data Sanitization
FedDetox introduces a robust framework that sanitizes toxic data on edge devices during federated learning to maintain the safety alignment of Small Language Models (SLMs) without sacrificing utility.
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