Effectiveness of Privacy-preserving Algorithms in LLMs: A Benchmark and Empirical Analysis.

@inproceedings{sun-2025-effectiveness, author = {Jinglin Sun and Basem Suleiman and Imdad Ullah and Imran Razzak}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{Effectiveness of Privacy-preserving Algorithms in LLMs: A Benchmark and Empirical Analysis}}, booktitle = {{Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025}}, pages = {5224--5233}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3696410.3714531}, doi = {https://doi.org/10.1145/3696410.3714531} }