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.