Geometry-Guided Adversarial Prompt Detection via Curvature and Local Intrinsic Dimension

Canaan Yung, Hanxun Huang, Christopher Leckie +1

Adversarial prompts are capable of jailbreaking frontier large language models (LLMs) and inducing undesirable behaviours, posing a significant obstacle to their safe deployment. C…