English

A Cybersecurity Risk Analysis Framework for Systems with Artificial Intelligence Components

Artificial Intelligence 2024-01-04 v1 Cryptography and Security Applications

Abstract

The introduction of the European Union Artificial Intelligence Act, the NIST Artificial Intelligence Risk Management Framework, and related norms demands a better understanding and implementation of novel risk analysis approaches to evaluate systems with Artificial Intelligence components. This paper provides a cybersecurity risk analysis framework that can help assessing such systems. We use an illustrative example concerning automated driving systems.

Keywords

Cite

@article{arxiv.2401.01630,
  title  = {A Cybersecurity Risk Analysis Framework for Systems with Artificial Intelligence Components},
  author = {Jose Manuel Camacho and Aitor Couce-Vieira and David Arroyo and David Rios Insua},
  journal= {arXiv preprint arXiv:2401.01630},
  year   = {2024}
}

Comments

54 pages, 18 tables, 6 figures

R2 v1 2026-06-28T14:07:38.727Z