TitanCA: LLM Orchestration for Zero-Day Discovery in Open Source Software
TitanCA, a joint project by Singapore Management University and GovTech Singapore, uses a four-module LLM agent pipeline to discover zero-day vulnerabilities, yielding 118 CVEs from 203 confirmed findings in open-source software, demonstrating a practical approach to reducing SAST false positives through AI orchestration. Read more