FraudGuardian: Self-Supervised and Adversarial Learning for Robust Financial Fraud Detection. J. Sci. Innov. Soc. Impact. 2026;2(1):244-263. Accessed April 19, 2026. https://pinnaclepubs.com/index.php/JSISI/article/view/539