#artificial intelligence
Dec 2025
SELF: A Robust Singular Value and Eigenvalue Approach for LLM Fingerprinting
Experimental results demonstrate that SELF maintains high IP infringement detection accuracy while significantly outperforming state-of-the-art baselines in reducing false positives and showing strong robustness against various downstream modifications, including quantization, pruning, and fine-tuning attacks.
Han-Xiu Zhang, Yue Zheng
· arXiv.org · 4 citations