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Strategy-based behavioural biometrics: A novel approach to automated identification

  • University of Louisville

Research output: Contribution to journalArticlepeer-review

10 Scopus citations

Abstract

Behavioural intrusion detection is a frequently used for insuring network security. We expend behaviour based intrusion detection approach to a new domain of game networks. Specifically, our research shows that a behavioural biometric signature can be generated based on the strategy used by an individual to play a game. We wrote software capable of automatically extracting behavioural profiles for each player in a game of Poker. Once a behavioural signature is generated for a player, it is continuously compared against player's current actions. Any significant deviations in behaviour are reported to the game server administrator as potential security breaches.

Original languageEnglish
Pages (from-to)29-41
Number of pages13
JournalInternational Journal of Computer Applications in Technology
Volume35
Issue number1
DOIs
StatePublished - Apr 2009

Keywords

  • Behavioural biometrics
  • Dissimilarity functions
  • Strategy biometric

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