Continuous Authentication using Mouse Dynamics

Soumik Mondal, Patrick Bours
2013 Biometrics and Electronic Signatures  
In this paper,w ed emonstrate an ew wayt op erform continuous authentication using Mouse Dynamics as the behavioural biometric modality.I nthe proposed scheme, the user will be authenticated per mouse event performed on his/her system. We have used ap ublicly available mouse dynamics dataset and extracted per event features suitable for the proposed scheme. In this research, we have used the mouse dynamics data of 49 users and evaluated the system performance with 6m achine learning algorithms.
more » ... In this approach, the genuine user has neverbeen classified as an impostor throughout afull session whereas the average number of mouse actions an impostor could perform before detection is 94 from the best classification algorithm with aperson based threshold.
dblp:conf/biosig/MondalB13 fatcat:pzkmepdkhvgunmex2xlpfxheuu