Mouse Dynamics Analysis Using Machine Learning to Prevent Account Stealing in Web Systems

Mouse Dynamics Analysis Using Machine Learning to Prevent Account Stealing in Web Systems

This paper is dedicated to development of algorithm of website users authentication based on their mouse movement dynamics. The algorithm of mouse activity data collection, feature extraction and mouse dynamics sessions classification to legal and illegal ones using machine learning and deep learnin...

Full description

Bibliographic Details
Main Authors: Alexey G. Marakhtanov, Evgeny O. Parenchenkov, Nikolai V. Smirnov
Format: Article
Language:English
Published: FRUCT 2022-04-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
behavior authentication
machine learning
deep learning
mouse dynamics
perceptron
one-class classification
binary classification
Online Access:https://www.fruct.org/publications/fruct31/files/Mar.pdf

Internet

https://www.fruct.org/publications/fruct31/files/Mar.pdf

Similar Items