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Continuous authentication of users by their interaction with the keyboard using keystrokes dynamics with deep learning

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DanGutchin/BioKey-Keystrokes-dynamics-for-continuous-user-authentication

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BioKey-Keystrokes-dynamics-for-continuous-user-authentication

Keystroke dynamics can be used to analyze how users type and interact by measuring various aspects of keyboard input gestures. Previous work demonstrated user authentication feasibility using keystroke dynamics. Our project considers various machine learning and deep learning techniques like CNN and RNN based on free-text keystroke features.

  • In this repository you can find the research paper that describes the networks and the data preprocessing that we have done.
  • In addition the document "users guide..." descibes how to use the notebooks and scripts that we wrote.

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Continuous authentication of users by their interaction with the keyboard using keystrokes dynamics with deep learning

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