Research#LLM🔬 ResearchAnalyzed: Jan 10, 2026 13:21

SELF: A Novel Approach for LLM Fingerprinting Using Singular Value Decomposition

Published:Dec 3, 2025 09:53
1 min read
ArXiv

Analysis

This ArXiv paper proposes SELF, a new method for fingerprinting Large Language Models (LLMs). The paper's novelty likely lies in its application of Singular Value Decomposition (SVD) and potentially Eigenvalue decomposition for this purpose.

Reference

The paper leverages a Singular Value and Eigenvalue approach for LLM fingerprinting.