On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference

Zhengyi Li, Yakai Wang, Jingwen Leng, Kang Yang, Yu Yu, Jiaping Gui, Yu Feng, Ning Liu, Minyi Guo


Anthology ID:
2026.acl-long.1341
Volume:
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Month:
July
Year:
2026
Address:
San Diego, California, United States
Editors:
Maria Liakata, Viviane P. Moreira, Jiajun Zhang, David Jurgens
Venue:
ACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
29084–29098
Language:
URL:
https://preview.aclanthology.org/ingest-acl/2026.acl-long.1341/
DOI:
Bibkey:
Cite (ACL):
Zhengyi Li, Yakai Wang, Jingwen Leng, Kang Yang, Yu Yu, Jiaping Gui, Yu Feng, Ning Liu, and Minyi Guo. 2026. On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference. In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 29084–29098, San Diego, California, United States. Association for Computational Linguistics.
Cite (Informal):
On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference (Li et al., ACL 2026)
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PDF:
https://preview.aclanthology.org/ingest-acl/2026.acl-long.1341.pdf
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