Preprint
Jul 2026
DREA: Decoupled Reasoning and Exploration Agents for Repository-Level Vulnerability Detection
DREA (Decoupled Reasoning and Exploration Agents), a hypothesis-driven framework for repository-level vulnerability detection, improves Pair-Correctness from 19-26% to 30-42% while offloading over 93% of tokens to the explorer, reducing estimated billable API cost by a factor of 16-48.
Mingyang Sun, Guozhu Meng
· 1 citation