SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer

Pengzhou Cheng, Wei Du, Zongru Wu, Fengwei Zhang, Libo Chen, Zhuosheng Zhang, Gongshen Liu


Anthology ID:
2025.findings-naacl.196
Volume:
Findings of the Association for Computational Linguistics: NAACL 2025
Month:
April
Year:
2025
Address:
Albuquerque, New Mexico
Editors:
Luis Chiruzzo, Alan Ritter, Lu Wang
Venue:
Findings
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
3530–3546
Language:
URL:
https://preview.aclanthology.org/fix-sig-urls/2025.findings-naacl.196/
DOI:
Bibkey:
Cite (ACL):
Pengzhou Cheng, Wei Du, Zongru Wu, Fengwei Zhang, Libo Chen, Zhuosheng Zhang, and Gongshen Liu. 2025. SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer. In Findings of the Association for Computational Linguistics: NAACL 2025, pages 3530–3546, Albuquerque, New Mexico. Association for Computational Linguistics.
Cite (Informal):
SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer (Cheng et al., Findings 2025)
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PDF:
https://preview.aclanthology.org/fix-sig-urls/2025.findings-naacl.196.pdf