black-box verification 1large language models 1lineage identification 1model fingerprinting 1robustness 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
RAFP: Identifying LLM Lineages via Rare-Region Fingerprints
Yun-Yun Tsai, Jia Hao Liang, Chuan Guo +2
The paper proposes RAFP, a non‑invasive method that creates fingerprints from rare prompt‑response regions to reliably identify the lineage of large language models even after vari…
cs.CV2025
Reasoning under Vision: Understanding Visual-Spatial Cognition in Vision-Language Models for CAPTCHA
Python Song, Luke Tenyi Chang, Yun-Yun Tsai +2
CAPTCHA, originally designed to distinguish humans from robots, has evolved into a real-world benchmark for assessing the spatial reasoning capabilities of vision-language models.…