ICU-Bench:Benchmarking Continual Unlearning in Multimodal Large Language Models

arXiv:2605.05938v1 Announce Type: new Abstract: Although Multimodal Large Language Models (MLLMs) have achieved remarkable progress across many domains, their training on large-scale multimodal datasets raises serious privacy concerns, making effective machine unlearning increasingly necessary....