In fraud prevention, there is a common saying: “Every fraud solution has a shelf life.”

When a new fraud detection method is introduced, its effectiveness is typically at its peak. Cybercriminals encounter friction and are initially blocked. However, over time, attackers study, reverse engineer, and test these defenses. Eventually, many controls become predictable and exploitable, reducing their effectiveness.

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