Keystroke Biometric Intrusion Detection
Brian Tschinkel, Bernard Esantsi, Dominick Iacovelli, Padma Nagesar, Richard Walz, Alex Weisman, Eddie Prekelezaj, Dan Camilo, Vinnie Monaco, Ned Bakelman · 2012
Pace’s redesigned Keylogger Keystroke biometric system is in need of evaluation and analytical testing, to verify its accuracy and effectiveness in authenticating and identifying users. Biometric systems are used to keep track of human identification traits and depending on the demands, that information of traits can be used to determine which user has entered a specific set of data. Keylogging collects specific data about the input and method of input a person gives to a computer device either on keyboard or mouse devices. Pace’s Keystroke Biometric System (PKBS) has undergone changes to meet new demands and support more types of input for analysis. This paper aims to analyze the methodology, including data collection, conversion, backend processing, and ROC curve generation, of PKBS.