Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models

Junkai Lin, Junkai Chen, Siqi Hou +5

Multimodal large language models (MLLMs) exhibit strong vision--language capabilities but may also memorize and disclose sensitive information. Machine unlearning seeks to remove d…