Willing but Unable: Separating Refusal from Capability in Code LLMs via Abliteration

Cristina Carleo, Pietro Liguori, Naghmeh Ivaki +1

Producing a labeled vulnerable code at scale is a recurring obstacle for learning-based vulnerability detection: mined corpora carry substantial label noise, and existing LLM-based…