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Ishtiaque Ahmed and Rajib Sarkar 2025. The Impact of Machine Learning on Cyber Risk Quantification in Financial Services: A Qualitative Evaluation of Threat Scoring Frameworks. American Journal of Advanced Technology and Engineering Solutions. 1, 02 (Sep. 2025), 58–94. DOI:https://doi.org/10.63125/7aqqac69.