Defending against cyberattacks by giving attackers ‘false hope’
MU researchers develop artificial intelligence to quarantine cyberattackers until a more sophisticated defensive strategy can be devised
Prasad Calyam and researchers at the University of Missouri hope to employ a new strategy in the ongoing struggle to protect digital information in the cloud from targeted cyberattacks. The strategy establishes a new artificial intelligence system to combat digital intrusions.
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Story posted: Jan. 28, 2019
By: Eric Stann
With almost every online purchase, a person’s personal information — name, date of birth and credit card number — is stored electronically often in the “cloud,” which is a network of internet servers. Now, as more people buy from online businesses, researchers at the University of Missouri hope to employ a new strategy in the ongoing struggle to protect digital information in the cloud from targeted cyberattacks. The strategy establishes a new artificial intelligence system to combat digital intrusions.
“We are interested in the targeted attacks where the attacker is trying to exploit data or critical infrastructure resources, such as blocking data access, tampering facts or stealing data,” said Prasad Calyam, associate professor of electrical engineering and computer science and the director of Cyber Education and Research Initiative in the MU College of Engineering. “Attackers are trying to use peoples’ compromised resources to infiltrate their data without their knowledge, and these attacks are becoming increasingly significant because attackers are realizing they can make money in a big way like never before.”
In this study, the researchers focused on two types of cyberattacks – those seeking customer data and those stealing resources such as bitcoins, a type of digital currency. Their strategy uses artificial intelligence techniques and psychology principles — giving the cyberattacker false hope that the attack is working.
“Our ‘defense by pretense’ system quarantines the attacker and allows the cloud operators to buy time and build a stronger defense for their systems,” Calyam said. “The quarantine is a decoy that behaves very similar to the real compromised target to keep the attacker assuming that the attack is still succeeding. In a typical cyberattack the more deeply attackers go in the system, the more they have the ability to go many directions. It becomes like a Whack-A-Mole game for those defending the system. Our strategy simply changes the game, but makes the attackers think they are being successful.”
Researchers say buying time is important because it allows those directing the cyber resources to devise a more sophisticated defensive strategy to use at a later time when the cyber-attacker returns to make a more vigorous attack knowing that valuable assets are being defended.
The study “Intelligent defense using pretense against targeted attacks in cloud platforms,” was published in Future Generation Computer Systems. Other researchers involved in the study were Roshan Lal Neupane, Travis Neely, Nishant Chettri and Mark Vassell from MU; and Ramakrishnan Durairajan from the University of Oregon. Funding was provided by a National Science Foundation Award (CNS-1205658). The content is solely the responsibility of the authors and does not necessarily represent the official views of the funding agencies.
Editor’s Note: For more on this story, please see: Defense using pretense: MU Engineering team sets new cybersecurity paradigm