A Personal data Value at Risk Approach
The main vulnerability in data protection is ineffective risk management, often subjective and superficial. GDPR outlines what to achieve but not how, leading to inconsistent compliance. This paper advocates a quantitative approach for data protection, emphasizing analytics, quantitative risk analysis, and expert opinion calibration to enhance impact assessments.