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Isao Echizen

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#artificial intelligence Dec 2025

SGM: Safety Glasses for Multimodal Large Language Models via Neuron-Level Detoxification

SGM is extensible, and its combined defenses, denoted as SGM*, integrate with existing detoxification methods for stronger safety performance, providing an interpretable, low-cost solution for toxicity-controlled multimodal generation.

Hongbo Wang, Maungmaung Aprilpyone, Isao Echizen · arXiv.org · 1 citation