Beyond QA Matching: Perturbation-Response Fingerprinting via Probability Distributions for Large Language Models

Jichao Zeng, Yanli Chen, Hanzhou Wu

Large language models are often instruction-tuned, specialized, quantized, or otherwise transformed, making fine-grained provenance difficult. In this paper, we introduce BReF, a t…