Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification

Zehao Wu, Yanjie Zhao, Haoyu Wang

As Large Language Models (LLMs) become integral software components in modern applications, unauthorized model derivations through fine-tuning, merging, and redistribution have eme…