Self-Comparison for Dataset-Level Membership Inference in Large (Vision-)Language Model.

@inproceedings{ren-2025-selfcomparison, author = {Jie Ren and Kangrui Chen and Chen Chen and Vikash Sehwag and Yue Xing and Jiliang Tang and Lingjuan Lyu}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{Self-Comparison for Dataset-Level Membership Inference in Large (Vision-)Language Model}}, booktitle = {{Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025}}, pages = {910--920}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3696410.3714703}, doi = {https://doi.org/10.1145/3696410.3714703} }