@article{doesmachineunlearningtrulyremovemodel, title = {Does Machine Unlearning Truly Remove Model Knowledge? A Framework for Auditing Unlearning in LLMs}, author = {Haokun Chen and Yueqi Zhang and Yuan Bi and Yao Zhang and Tong Liu and Jinhe Bi and Jian Lan and Jindong Gu and Claudia Grosser and Denis Krompass and Nassir Navab and Volker Tresp}, year = {2025}, eprint = {2505.23270}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.23270v1}, }