September 16, 2025Open Access

Validating the Cybersecurity Psychology Framework: A Synthetic Data Approach for Predictive Security Assessment

View Full Paper

Ask AI

Bookmark

Authors

Discussion

This analysis demonstrates predictive security assessment outcomes using synthetic data, indicating critical vulnerabilities in organizations.

The Cybersecurity Psychology Framework predicts security incidents by analyzing psychological states.
The developed model achieved an AUC-ROC of 0.847 (p ¡ 0.001) in predicting incidents before they occur.
Utilizing synthetic datasets, the framework analyzes psychological behaviors to determine vulnerability timelines.
The study provides open-source code, enhancing accessibility for organizations struggling with sensitive data.

G Canale (2025) studied this question.

View Full Paper

Ask AI

Bookmark

This analysis demonstrates predictive security assessment outcomes using synthetic data, indicating critical vulnerabilities in organizations.