
Introduction In an era where online transactions dominate commerce, the staggering $40 billion annual loss to payment fraud, coupled with a 69% yearly increase in fraud rates, paints a troubling picture for merchants worldwide, highlighting the urgent need for innovative solutions in e-commerce. This financial burden, alongside the $443 billion lost to false positives—legitimate transactions wrongly flagged as fraudulent—underscores a










