Today, fraud is increasingly happening before a transaction even occurs. Instead of trying to bypass payment systems, attackers are going straight to the source, i.e., customer accounts. Once inside, every action they take looks legitimate.
It is noteworthy to observe that the attacks are not simply scaling; they are doing so exponentially and at a staggering pace.
Automation allows attackers to test thousands of credential-stuffing attempts simultaneously, while generative AI has dramatically lowered the barrier to convincing impersonation. Deepfake voice and video now make social engineering attacks far more credible. 91% of decision-makers have noticed an increase in crimes committed with AI technology. What once required time and effort can now be executed quickly and at scale.
Organized fraud rings have industrialized the attack chain. Stolen credentials are also available in bulk on dark web forums. 36% of fraud events at financial institutions are attributed directly to criminal networks and fraud rings, while 31% of consumers have encountered online offers to participate in account fraud, reflecting how deeply fraud-as-a-service has embedded itself in mainstream digital culture.
Technology is a part of the equation, but human behavior remains a persistent weakness. In 2025, 62% of Americans reported reusing passwords across multiple accounts. While awareness of cybersecurity risks is increasing, consistent behavioral change has not followed. Social engineering attacks exploit exactly this gap between awareness and action.
Fraud is not just eroding revenue; it is suppressing innovation. 94% of financial institution decision-makers say fraud risk is the primary factor when deciding what new products to offer, including real-time payments and digital onboarding.
Effective ATO defense requires a faster, integrated, and more adaptive infrastructure that involves: