2 papers
cs.CR2026
Synthesizing Multi-Agent Harnesses for Vulnerability Discovery
Hanzhi Liu, Chaofan Shou, Xiaonan Liu +4
LLM agents have begun to find real security vulnerabilities that human auditors and automated fuzzers missed for decades, in source-available targets where the analyst can build an…
cs.CR2026
Your Agent Is Mine: Measuring Malicious Intermediary Attacks on the LLM Supply Chain
Hanzhi Liu, Chaofan Shou, Hongbo Wen +3
Large language model (LLM) agents increasingly rely on third-party API routers to dispatch tool-calling requests across multiple upstream providers. These routers operate as applic…