AI-Driven Architectures For Real-Time Fraud Detection And Financial Risk Forecasting: Integrative Frameworks, Adversarial Resilience, And Regulatory Implications In Digital Transaction Ecosystems. ilaap. 2026;2(1):27-36. Accessed March 2, 2026. https://americanacademicpub.com/index.php/ilaap/article/view/17