2026
AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint
ICLR 2026poster
As LLMs are increasingly deployed in real-world applications, ensuring their ability to refuse malicious prompts, especially jailbreak attacks, is essential for safe and reliable use. Recently, activation steering has emerged as an effective approach for enhancing LLM safety by adding a refusal dire…