Redirigiendo al acceso original de articulo en 20 segundos...
Inicio  /  Future Internet  /  Vol: 16 Par: 3 (2024)  /  Artículo
ARTÍCULO
TITULO

An Ontology-Based Cybersecurity Framework for AI-Enabled Systems and Applications

Davy Preuveneers and Wouter Joosen    

Resumen

Ontologies have the potential to play an important role in the cybersecurity landscape as they are able to provide a structured and standardized way to semantically represent and organize knowledge about a domain of interest. They help in unambiguously modeling the complex relationships between various cybersecurity concepts and properties. Leveraging this knowledge, they provide a foundation for designing more intelligent and adaptive cybersecurity systems. In this work, we propose an ontology-based cybersecurity framework that extends well-known cybersecurity ontologies to specifically model and manage threats imposed on applications, systems, and services that rely on artificial intelligence (AI). More specifically, our efforts focus on documenting prevalent machine learning (ML) threats and countermeasures, including the mechanisms by which emerging attacks circumvent existing defenses as well as the arms race between them. In the ever-expanding AI threat landscape, the goal of this work is to systematically formalize a body of knowledge intended to complement existing taxonomies and threat-modeling approaches of applications empowered by AI and to facilitate their automated assessment by leveraging enhanced reasoning capabilities.

 Artículos similares

       
 
Zhengyang Fan, Wanru Li, Kathryn Blackmond Laskey and Kuo-Chu Chang    
Phishing attacks represent a significant and growing threat in the digital world, affecting individuals and organizations globally. Understanding the various factors that influence susceptibility to phishing is essential for developing more effective str... ver más
Revista: Future Internet

 
Anas A. Makki and Ammar Y. Alqahtani    
This study analyzes the barriers to developing smart cities (SCs) using the decision-making trial and evaluation laboratory (DEMATEL) approach. The primary objective is to identify, classify, and assess the main barriers hindering the progress of SCs. Th... ver más
Revista: Urban Science

 
Fernando Almeida    
The complex and interconnected infrastructure of smart cities offers several opportunities for attackers to exploit vulnerabilities and carry out cyberattacks that can have serious consequences for the functioning of cities? critical infrastructures. Thi... ver más
Revista: Future Internet

 
Roman Odarchenko, Maksim Iavich, Giorgi Iashvili, Solomiia Fedushko and Yuriy Syerov    
It is clear that 5G networks have already become integral to our present. However, a significant issue lies in the fact that current 5G communication systems are incapable of fully ensuring the required quality of service and the security of transmitted ... ver más

 
Shouq Alrobaian, Saif Alshahrani and Abdulaziz Almaleh    
People are the weakest link in the cybersecurity chain when viewed in the context of technological advancement. People become vulnerable to trickery through contemporary technical developments such as social media platforms. Information accessibility and... ver más