
The modern digital financial ecosystem is currently witnessing a silent arms race where the sophistication of automated attacks has fundamentally outpaced the defensive capabilities of traditional, rule-based security infrastructures. For decades, the industry relied on rigid parameters to flag suspicious behavior, but this static approach often resulted in high rates of false positives, unfairly excluding legitimate users from the credit










