Measuring the Wrong Thing: Internal Harmfulness Scores Anti-Rank Successful Jailbreaks

Mingyu Luo, Ming Deng, Zilang Qiu +8

Internal safety scores judge a prompt before any text is generated, and they are validated by how well they separate harmful prompts from benign ones. That separation is then read…