Research - Mouse and Keyboard Dynamics

My research subject is focused on keyboard and mouse dynamics, i.e., how a computer user can be recognized or authenticated based on her keyboard and mouse usage behavior. This behavioral data can then be analyzed by machine learning methods to produce quite good classification outcome, especially if there is enough data available.

Abstract (in Finnish and English)

Thesis

Dataset - player1

Dataset - player2

Datasets are free to use for anyone interested. More information on their structure can be found from the Thesis-document.