一作ACL 2026Findings· Findings of ACL
OFFSIDE : Benchmarking Unlearning Misinformation in Multimodal Large Language Models
Hao Zheng · Zirui Pang · Ling Li · Zhijie Deng · Yuhan Pu · Zhaowei Zhu · Xiaobo Xia · Jiaheng Wei
摘要
Advances in Multimodal Large Language Models (MLLMs) intensify concerns about data safety, making Machine Unlearning (MU), the selective removal of harmful/private information, a critical necessity. However, existing MU benchmarks for MLLMs are limited by a lack of image diversity, coarse-grained...