Work

Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors

Year: 2026

Type: conference-paper

Abstract: Rui Yin, Tianxu Han, Naen Xu, Changjiang Li, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Jinbao Li, Shouling Ji. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.1206

Authors: Rui Yin, Tianxu Han, Naen Xu, Changjiang Li, Ping He, Chunyi Zhou, Jun Wang, Zhihui Fu, Tianyu Du, Jinbao Li, Shouling Ji

Institutions: Zhejiang University, Palo Alto Networks (United States), Qilu University of Technology

Language: English

Topic: Adversarial Robustness in Machine Learning

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: National Natural Science Foundation of China, China Postdoctoral Science Foundation, Science Challenge Project

Awards: G1198879025, G2786275161, G4644492335, G4868500656, G7625111424, G8061342983, G8607162268

OpenAlex ID: W7166797447

FWCI: 8.935

Cites:

Cited by: 1

Related to: 10