VulnLens uses structured explanations for binary vuln detection
On a 526-function PrimeVul test set it reported 75.5% accuracy and 77.2% F1, ahead of DeepSeek V4 Pro and Gemini 2.5 Pro on those metrics.
Stories per day · 30 days
Relatedstatic-analysis2binary-analysis1c-cpp1cwe1false-evidence1llm-auditing1reva1vuln-detection1vulnerability-detection1
3 stories, newest first · one card per story
Stories tagged #primevul
REVA screens new functions for vulnerabilities in about one second
On PrimeVul, REVA with GLM-5.3-Flash matches VulTriage accuracy while running over 250 times faster.
LLM vulnerability auditors defer more to false assurances than false alarms
Across 16,572 audits of PrimeVul pairs, true static-analysis notes barely helped, while fabricated assurances cut real-bug detection by up to 19 points.