Artificial Intelligence & Machine Learning , Next-Generation Technologies & Secure Development
How to Battle Credential Stuffing AttacksAttackers Use Stolen Credentials for Fraud, Warns Shape Security's Dan Woods
To combat credential stuffing and other types of rising attacks, organizations need data - and lots of it - to feed machine learning and artificial intelligence algorithms to better detect these types of high volume attacks, says Dan Woods, vice president of the Shape Intelligence Center.
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"The key is data - you have to have lots of data, because over the years these attackers have evolved and become much more sophisticated," Woods says. "You have millions of credentials available on the dark web, and these bad attackers will take these credentials and try them programatically against the log-in form on another site, a site that hasn't been compromised, and because of the way people reuse their passwords, these bad actors are successful anywhere from 0.1 percent to 3 percent of the time.
In a video interview at RSA Conference 2018, Woods discusses:
- Credential stuffing attacks;
- Fake account creation;
- The risk posed by reverse-engineering organizations' workflows for competitive intelligence purposes.
Before joining Shape Security, where he serves as vice president of the Shape Intelligence Center, Woods served as assistant chief agent of special investigations at the Arizona attorney general's office, where he investigated complex fraud. Prior to that, he spent 20 years with local, state and federal law enforcement agencies and intelligence organizations, including the FBI, where he specialized in information operations and cybercrime.