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Yi-Min Liu

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Conference Open access Sep 2026

Adversarial Attack Framework Against Vision-Language Model Unlearning

Large Vision--Language Models (VLMs) unlearning tends to eliminate the influence of ``to-be-forgotten'' content in the training corpora, algorithmically by suppressing the likelihood of faithfully generating responses on forget-target inputs. The injection of adversarial inputs can manipulate the unlearned VLM's genera...

Yi-Min Liu, Peng Jiang, Ya-Jie Wang · 0 citations

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