most citedRed Teaming Deep Neural Networks with Feature Synthesis Tools

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cs.CL2026

Safety Cost of Steering Vectors Is Separable and Reducible

Yuxiao Li, Gjergji Kasneci

Steering vectors are a lightweight tool for controlling LLM behavior. However, emerging evidence shows that steering vectors can unintentionally compromise a model's safety mechani…