Researchers have developed a CVE-TTP Knowledge Graph linking software vulnerabilities to attacker behaviors using the MITRE ATT&CK framework. Transformer-based models like CySecBERT achieved high F1-s…
An anonymous GitHub user known as bikini published Exploitarium, a public archive of 23 vulnerability proof-of-concept repositories, some produced with an AI-automated fuzzing workflow. The archive in…
The National Institute of Standards and Technology (NIST) announced on April 15, 2026, that the National Vulnerability Database (NVD) will adopt a risk-based triage model, abandoning universal enrichm…
A security team used an AI agent to build a CVE scanner that queries NVD, GitHub Advisory DB, and CISA KEV, classifies vulnerabilities by type, and scores actionability. The agent was removed from the…
An autonomous AI system built for penetration testing that overcomes human limitations by combining tool selection, memory of past attacks, real-time vulnerability database queries, mathematical model…