Joanna C. S. Santos

An Empirical Study of Security Calibration in Large Language Models for Code

Mohammed Latif Siddiq, Md. Nafiu Rahman, Joanna C. S. Santos

Large Language Models (LLMs) are rapidly transforming software development, yet their use in security-critical contexts raises a key question: do models know when their generated code is insecure? This property, known as calibration, measures whether a model's confidence aligns w…Read more