PrivSplit: A Lossless Method for Prompt Privacy in Distributed Parameter-Efficient Fine-Tuning.
Wujia Niu|Lan Zhang|Haoran Cheng|Shen Li
| Anthology ID: | DBLP:conf/www/NiuZCL26 |
|---|---|
| Volume: | Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026. |
| Year: | 2026 |
| Venue: | The Web Conference (WWW) |
| Publisher: | ACM |
| Pages: | 2557-2568 |
| URL: | https://doi.org/10.1145/3774904.3792112 |
| DOI: | https://doi.org/10.1145/3774904.3792112 |
| DBLP: | conf/www/NiuZCL26 |
| BibTeX: |
@inproceedings{niu-2026-privsplit,
author = {Wujia Niu and
Lan Zhang and
Haoran Cheng and
Shen Li},
editor = {Hakim Hacid and
Yoelle Maarek and
Francesco Bonchi and
Ido Guy and
Emine Yilmaz},
title = {{PrivSplit: A Lossless Method for Prompt Privacy in Distributed Parameter-Efficient Fine-Tuning}},
booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}},
pages = {2557--2568},
publisher = {ACM},
year = {2026},
url = {https://doi.org/10.1145/3774904.3792112},
doi = {https://doi.org/10.1145/3774904.3792112}
}