Ryan Jingyang Fang
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This paper systematically analyzes the threat posed by malicious third-party API routers in the LLM supply chain, finding that a significant number of routers actively perform payload injection, credential theft, and cryptocurrency draining.
The paper introduces AgentFlow, a novel framework that uses a typed graph DSL and feedback-driven optimization to automatically synthesize and improve multi-agent harnesses for discovering security vulnerabilities.
Papers
Synthesizing Multi-Agent Harnesses for Vulnerability Discovery
Hanzhi Liu, Chaofan Shou, Xiaonan Liu, Hongbo Wen +3 more
The paper introduces AgentFlow, a novel framework that uses a typed graph DSL and feedback-driven optimization to automatically synthesize and improve multi-agent harnesses for discovering security vu…