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This is a Quantitative Study study.

September 16, 2025Open Access

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

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GCG CanaleUniversidade de Brasília

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Implication

Empirical validation of the Cybersecurity Psychology Framework shows effective prediction of security incidents, indicating its potential use in organizations.

Key Points

The Cybersecurity Psychology Framework predicts security incidents 14 days ahead, demonstrating significant early detection capabilities.
Validation achieved an AUC-ROC score of 0.847 (p < 0.001) using synthetic datasets of 1,000 organizations over 180 days.
The Bayesian network formalizes 100 indicators of psychological states, capturing causal links to security outcomes effectively.
The framework offers open-source tools for organizations, enhancing their ability to assess vulnerabilities without compromising sensitive data.

Cite This Study

G Canale (2025) studied this question.

synapsesocial.com/papers/68d46ccf31b076d99fa6903c https://doi.org/10.22541/au.175795688.81507938/v1

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Implication

Empirical validation of the Cybersecurity Psychology Framework shows effective prediction of security incidents, indicating its potential use in organizations.

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

Discussion

Member takes

Implication

Key Points

Cite This Study

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

Discussion

Member takes

Implication

Key Points

Cite This Study

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