TRACE: Timely Retrieval and Alignment for Cybersecurity Knowledge Graph Construction and Expansion

The rapid evolution of cyber threats has highlighted significant gaps in security knowledge integration. Cybersecurity Knowledge Graphs CKGs relying on structured data inherently exhibit hysteresis, as the timely incorporation of rapidly evolving unstructured data remains limited, potentially...

From unstructured data to actionable intelligence: Using machine learning for threat intelligence

The security community has become proficient in using indicators of compromise IoC feeds for threat intelligence. Automated feeds have simplified the task of extracting and sharing IoCs. However, IoCs like IP addresses, domain names, and file hashes are in the lowest levels of the threat...