From the 1 of 4 linked papers with an AI index.
4 papers
ARQ: Agentic CodeQL Query Refinement for C/C++ Vulnerability Detection
Chunyi Wang, Yunfei Ke, Junfeng Yang +2
Static analyzers have been widely adopted for vulnerability detection in C/C++ programs. Query-based static analyzers (e.g., CodeQL) encode vulnerable code patterns in detection qu…
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…
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.…
LAVID: An Agentic LVLM Framework for Diffusion-Generated Video Detection
Qingyuan Liu, Yun-Yun Tsai, Ruijian Zha +4
The impressive achievements of generative models in creating high-quality videos have raised concerns about digital integrity and privacy vulnerabilities. Recent works of AI-genera…