bandjacks

Bandjacks Cyber Threat Defense World Modeling System Overview Bandjacks is a comprehensive cyber threat intelligence CTI system that: Extracts MITRE ATT&CK techniques from threat reports in 12-40 seconds Builds a knowledge graph of threat actors, techniques, and defenses Generates STIX 2.1...

Retrieval-Constrained Policy Optimization for Attack Technique Extraction from Cyber Threat Intelligence

Mapping cyber threat intelligence CTI text to MITRE ATT&CK techniques is essential for structured threat analysis, yet manual annotation is costly and does not scale. The ATT&CK taxonomy comprises several hundred attack techniques, and a single CTI passage may describe multiple techniques, making...

Beyond Single Reports: Evaluating Automated ATT&CK Technique Extraction in Multi-Report Campaign Settings

Large-scale cyberattacks, referred to as campaigns, are documented across multiple CTI reports from diverse sources, with some providing a high-level overview of attack techniques and others providing technical details. Extracting attack techniques from reports is essential for organizations to...