Your Identity is Your Behavior -- Continuous User Authentication based on Machine Learning and Touch Dynamics. (arXiv:2305.09482v1 [cs.CR])

The aim of this research paper is to look into the use of continuous
authentication with mobile touch dynamics, using three different algorithms:
Neural Network, Extreme Gradient Boosting, and Support Vector Machine. Mobile
devices are constantly increasing in popularity in the world, today smartphone
subscriptions have surpassed 6 billion. Mobile touch dynamics refer to the
distinct patterns of how a user interacts with their mobile device, this
includes factors such as touch pressure, swipe speed, and touch duration.
Continuous authentication …

aim algorithms authentication continuous continuous authentication devices identity machine machine learning mobile mobile devices network neural network research support world