Suhang Yao

CircuitPrint: Mechanistic Circuit Fingerprints for Large Language Models

Large language models (LLMs) are trained at significant computational and data cost, making them valuable intellectual property (IP). Existing IP verification methods primarily rely either on invasive watermarking that degrades model utility, or on superficial behavioral signatures disrupted by fine…