A Virtual Cybersecurity Department for Securing Digital Twins in Water Distribution Systems
Homaei, Mohammadhossein, Di Bartolo, Agustin, Mogollon-Gutierrez, Oscar, Morgado, Fernando Broncano, Rodriguez, Pablo Garcia
–arXiv.org Artificial Intelligence
--Digital twins (DTs) help improve real-time monitoring and decision-making in water distribution systems. However, their connectivity makes them easy targets for cyberattacks such as scanning, denial-of-service (DoS), and unauthorized access. Small and medium-sized enterprises (SMEs) that manage these systems often do not have enough budget or staff to build strong cybersecurity teams. T o solve this problem, we present a Virtual Cybersecurity Department (VCD), an affordable and automated framework designed for SMEs. The VCD uses open-source tools like Zabbix for real-time monitoring, Suricata for network intrusion detection, Fail2Ban to block repeated login attempts, and simple firewall settings. T o improve threat detection, we also add a machine-learning-based IDS trained on the OD-IDS2022 dataset using an improved ensemble model. Our solution gives SMEs a practical and efficient way to secure water systems using low-cost and easy-to-manage tools.
arXiv.org Artificial Intelligence
Apr-30-2025
- Country:
- Europe > Spain
- Cáceres > Cáceres Province
- Cáceres (0.05)
- Extremadura (0.05)
- Cáceres > Cáceres Province
- Europe > Spain
- Genre:
- Research Report (0.40)
- Industry:
- Government > Military
- Cyberwarfare (1.00)
- Information Technology > Security & Privacy (1.00)
- Government > Military
- Technology:
- Information Technology
- Architecture > Real Time Systems (1.00)
- Artificial Intelligence
- Machine Learning > Neural Networks (0.46)
- Representation & Reasoning (0.94)
- Communications > Networks (1.00)
- Data Science > Data Mining (0.96)
- Security & Privacy (1.00)
- Information Technology