Yuandao Cai
2 indexed papers
Publications per year
Top categories
Frequent co-authors
Research Timeline
The paper introduces Argus, a novel multi-agent framework that reorchestrates Static Application Security Testing (SAST) by integrating LLMs with existing tools to achieve superior, reliable, and cost-effective vulnerability detection.
The paper introduces NeuroTaint, a novel taint tracking framework that adapts information flow analysis for LLM agents by modeling taint propagation as semantic transformation and causal influence, significantly outperforming existing methods on complex agent security benchmarks.
Papers
Ghost in the Agent: Redefining Information Flow Tracking for LLM Agents
The paper introduces NeuroTaint, a novel taint tracking framework that adapts information flow analysis for LLM agents by modeling taint propagation as semantic transformation and causal influence, si…