BRON

BRON Database

BRON database in ArangoDB
Username: guest
Password: guest

Source Code Repository

BRON source code on github.com

Publications

• Enhancements to Threat, Vulnerability, and Mitigation Knowledge For Cyber Analytics, Hunting, and Simulations Erik Hemberg, Matthew J Turner, Nick Rutar, Una-May O'Reilly. ACM Digital Threats: Research and Practice. 2023
• Using Machine Learning to Infer Plausible and Undetected Cyber Threat, Vulnerability and Mitigation Relationships Erik Hemberg, Ashwin Srinivasan, Nick Rutar, Una-May O'Reilly. ML4Cyber workshop at ICML 2022. Paper code on github.com
• Sourcing Language Models and Text Information for Inferring Cyber Threat, Vulnerability and Mitigation Relationships Erik Hemberg, Ashwin Srinivasan, Nick Rutar, Una-May O'Reilly. AI4Cyber/MLHat: AI-enabled Cybersecurity Analytics and Deployable Defense at KDD, 2022. Paper code on github.com
• Analyzing multi-agent reinforcement learning and coevolution in cybersecurity Matthew J Turner, Erik Hemberg, Una-May O'Reilly. GECCO 2022.
• Using a Collated Cybersecurity Dataset for Machine Learning and Artificial Intelligence. Erik Hemberg, Una-May O'Reilly. 1st KDD Workshop on AI-enabled Cybersecurity Analytics, 2021.
• Coevolutionary modeling of cyber attack patterns and mitigations using public datasets. Michal Shlapentokh-Rothman, Jonathan Kelly, Avital Baral, Erik Hemberg, Una-May O'Reilly. Proceedings of the Genetic and Evolutionary Computation Conference, 714-722, 2021
• BRON -- Linking Attack Tactics, Techniques, and Patterns with Defensive Weaknesses, Vulnerabilities and Affected Platform Configurations. Erik Hemberg, Jonathan Kelly, Michal Shlapentokh-Rothman, Bryn Reinstadler, Katherine Xu, Nick Rutar, Una-May O'Reilly, arXiv: 2010.0053. 2020.