A Data Mining Study of Mouse Movement, Stylometry, and Keystroke Biometric Data
Clara Eusebi, Cosmin Gliga, Deepa John, Andre Maisonave · 2008
This study extends earlier studies by running previously and newly obtained Mouse Movement, Stylometry, and Keystroke Capture data through various data mining algorithms. All the data sets were analyzed using the k-nearest-neighbor classifier while the Stylometry data set was also analyzed using decison rule and k-means clustering techniques. Various preprocessing techniques and other manipulations were also applied to the data. High identification and authentication classification accuracies were achieved in many cases.