Vol. 3 No. 2 (2025): Volume-III, Number-II, 2025
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Graph Neural Networks for Modeling and Preventing Large Scale Cyber Contagion in Interconnected Financial Networks
Abstract 56
The increasing complexity and interconnectivity of modern financial systems have heightened the risk of large-scale cyber contagion, wherein localized security breaches propagate rapidly across networks of financial institutions. Traditional network risk assessment methods and static analytical models often fail to capture the nonlinear dependencies and dynamic behaviors inherent in these syste ... read more
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Data Leakage Prevention in Health Insurance: A Comparative Analysis of Differential Privacy Techniques
Abstract 47
Health insurance providers increasingly rely on data-driven decision-making, leveraging largescale electronic health records (EHRs), claims data, and patient-reported outcomes to enhance underwriting, claims management, and predictive analytics. However, the sensitive nature of patient information makes these datasets prime targets for unauthorized access, inadvertent disclosure, and data leaka ... read more