GitHub Readme.md
This is a service that provides web applications the ability to authenticate their users not only with username-password by also with their behavior. Specifically, it uses keystroke patterns (keystroke dynamics) to authenticate users and in this way can detect anomalies to typing behaviora detecting possible impostors.
MEAN Stack
: MongoDB, Express, Angular (4) and Nodejs used for web application. Specifically, MEN is used for handling back-end logic and the service and the Angular is used to provide a front-end dashboard for admin.Python
is used for machine learning (One-Class SVM and GMM) to utilize the continuous authentication mechanismnpm install
npm start
Run ng serve
for a angular dev server. Navigate to http://localhost:4200/
. The app will automatically reload if you change any of the source files.
KEYSTROKE_DYNAMICS_MLAB_HOST
: Host url for mlab databaseKEYSTROKE_DYNAMICS_MLAB_USER
: Username of mlabKEYSTROKE_DYNAMICS_MLAB_PASSWORD
: Password of mlabKEYSTROKE_DYNAMICS_TOKEN_SECRET
: Secret for generating jwt tokensThe project is ready to be deployed to a Heroku dyno (as a node & python app). Just press the button above or run heroku create
and push the code to your heroku server.