English

Automated Reasoning for Vulnerability Management by Design

Cryptography and Security 2025-07-09 v1 Artificial Intelligence Logic in Computer Science Systems and Control Systems and Control

Abstract

For securing systems, it is essential to manage their vulnerability posture and design appropriate security controls. Vulnerability management allows to proactively address vulnerabilities by incorporating pertinent security controls into systems designs. Current vulnerability management approaches do not support systematic reasoning about the vulnerability postures of systems designs. To effectively manage vulnerabilities and design security controls, we propose a formally grounded automated reasoning mechanism. We integrate the mechanism into an open-source security design tool and demonstrate its application through an illustrative example driven by real-world challenges. The automated reasoning mechanism allows system designers to identify vulnerabilities that are applicable to a specific system design, explicitly specify vulnerability mitigation options, declare selected controls, and thus systematically manage vulnerability postures.

Keywords

Cite

@article{arxiv.2507.05794,
  title  = {Automated Reasoning for Vulnerability Management by Design},
  author = {Avi Shaked and Nan Messe},
  journal= {arXiv preprint arXiv:2507.05794},
  year   = {2025}
}
R2 v1 2026-07-01T03:51:02.345Z