Title :
Screen Fingerprints: A Novel Modality for Active Authentication
Author :
Patel, Vishal M. ; Yeh, Teng-Hao ; Fathy, Mohammed E. ; Yangmuzi Zhang ; Yan Chen ; Chellappa, Rama ; Davis, Lisa
Author_Institution :
Univ. of Maryland, College Park, MD, USA
Abstract :
The authors propose a new biometric modality, called a screen fingerprint, for active authentication. A screen fingerprint is acquired by taking a screen recording of the computer being used and extracting discriminative visual features from the recording. The authors demonstrate that the screen fingerprint of an operator captures enough unique human qualities to be usable as a biometric for authentication. The also discuss the advantages over other traditional active authentication modalities. This article is part of a special issue on security.
Keywords :
computer vision; cryptography; feature extraction; fingerprint identification; active authentication; biometric modality; discriminative visual feature extraction; screen fingerprint; screen recording; Authentication; Automation; Biometrics (access control); Electronic mail; Fingerprint recognition; Visualization; active authentication; biometrics; information technology; screen fingerprints; security;
Journal_Title :
IT Professional
DOI :
10.1109/MITP.2013.56