🏢 School of Cyber Science and Engineering, Southeast University, Nanjing, China
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models
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Multimodal Learning
Vision-Language Models
🏢 School of Cyber Science and Engineering, Southeast University, Nanjing, China
Single Image Unlearning (SIU) efficiently removes visual data from Multimodal Large Language Models (MLLMs) using only one image per concept, outperforming existing methods and defending against attac…