2022/9/28

User identity verification via mouse dynamics

Clint Feher, Yuval Elovici, Robert Moskovitch, Lior Rokach, Alon Schclar

Information Sciences 201, 19-36, 2012

Identity theft is a crime in which hackers perpetrate fraudulent activity under stolen identities by using credentials, such as passwords and smartcards, unlawfully obtained from legitimate users or by using logged-on computers that are left unattended. User verification methods provide a security layer in addition to the username and password by continuously validating the identity of logged-on users based on their physiological and behavioral characteristics. We introduce a novel method that continuously verifies users according to characteristics of their interaction with the mouse. The contribution of this work is threefold: first, user verification is derived based on the classification results of each individual mouse action, in contrast to methods which aggregate mouse actions. Second, we propose a hierarchy of mouse actions from which the features are extracted. Third, we introduce new features to characterize the …