Skip to main content
Article
100%
HD

Small and medium-sized enterprises (SMEs) are often targeted by cyberattacks due to limited resources and low awareness. A Welsh study identified four key objectives to improve cybersecurity: assessing SME knowledge, evaluating awareness programs, identifying adoption barriers, and introducing an enhanced model called ROHAN. This model, integrated with the Cyber Guardian Framework (CGF), offers a scalable path to digital resilience. The study used secondary data and stakeholder interviews to discover that SMEs need tailored awareness initiatives. ROHAN uses AI-powered tools for real-time risk assessment, aligning with Industry 5.0 principles. This practical and adaptable approach aims to bridge knowledge gaps and make SMEs more resilient.

Bonus
100%
HD

The study used a mixed-methods approach, combining quantitative survey data with qualitative interviews. Advanced techniques like regression testing, Principal Component Analysis (PCA), and data visualization revealed key patterns. The ROHAN model stands out for integrating AI-powered tools for real-time risk assessment and decision-making. This alignment with Industry 5.0 underscores the importance of combining technological innovation with targeted education. The framework promotes structured improvements in organizational, technological, and human domains, offering a comprehensive solution for SMEs.

Ask AI

Explore key aspects of this story with 3 quick insights

Source

Authors:
Nisha Rawindaran
Date Published:
Original Article www.mdpi.com
Fact-check verified on 25/10/2025
Read our Editorial Guidelines & AI Ethics Policy
Creative Commons License CC BY-NC-SA 4.0

Keep exploring

Discover the full archive of science bites or head back to home

Riconnessione al server... Aggiornamento della sessione in corso
Connessione interrotta Impossibile stabilire il collegamento
Sessione aggiornata Ricarica per visualizzare i contenuti