Identifying Game Players with Mouse Biometrics

  title={Identifying Game Players with Mouse Biometrics},
  author={Ryan S. Kaminsky and Miro Enev and Erik Andersen},
Recent work in mouse movement analysis has determined that, with sufficient data, users can be uniquely identified solely by their mouse movements. We consider the domain of video games and attempt to use mouse movements to identify game players. We conduct a user study that requires users to perform baseline tasks in a controlled environment, and then play Solitaire and StarCraft, two popular video games. We extract features from the mouse movement raw data and employ basic (k-Nearest Neighbor… CONTINUE READING
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