BehaviorGraph: Semantic Bill-of-Behaviors Annotations for GNN-Based Firmware Vulnerability Detection

Authors

• Aidan Dougherty, Air Force Institute of Technology
• Mark Reith, Air Force Institute of TechnologyFollow
• Daniel Koranek, Air Force Institute of TechnologyFollow
• Anthony J. Rose, Air Force Institute of TechnologyFollow

Document Type

Conference Proceeding

Publication Date

8-9-2026

Comments

The full conference paper is available via subscription or purchase, using the DOI link below.

DOI

10.1109/NAECON70028.2026.11674960

Source Publication

NAECON 2026 - IEEE National Aerospace and Electronics Conference (ISBN 979-8-3195-0667-2)

Recommended Citation

A. Dougherty, M. Reith, D. Koranek and A. Rose, "BehaviorGraph: Semantic Bill-of-Behaviors Annotations for GNN-Based Firmware Vulnerability Detection," NAECON 2026 - IEEE National Aerospace and Electronics Conference, Cincinnati, OH, USA, 2026, pp. 165-170, doi: 10.1109/NAECON70028.2026.11674960.