Mouse Movements Biometric Identification: A Feasibility Study
Adam Weiss, Anil Ramapanicker, Pranav Shah, Shinese Noble, Larry Immohr · 2007
In this study we test the feasibility of mouse movement biometrics. Building on ideas from previous work in mouse and keystroke biometrics, the study focuses on defining data collection, feature metrics, and classification as a precursor to additional research. A small training set of twenty-five data samples from five users was used to develop and test the software. Data capture, features, feature extraction, user profile creation, classification, and the experiment are all discussed. The experiment was successful using Next Nearest Neighbor. A section on recommendations for future improvements and research is included. 1