AI-Augmented Credential Attacks

How Intelligent Automation Is Weaponizing Stolen Passwords—and How Continuous Credential Defense Breaks the Cycle

Modern attackers aren’t guessing passwords anymore—they’re training AI on billions of stolen credentials to predict, mutate, and automate login attempts at a massive scale. Every breach becomes new training data. Every failed login becomes feedback.

This paper breaks down:

• How AI is transforming credential abuse
• Why traditional password policies can’t keep up
• What security teams must do to counter automation with automation 

You’ll learn how continuous detection, prevention, and monitoring can disrupt the attacker feedback loop and restore control to defenders.

Download the full paper to understand the threat—and the path forward.