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...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
FRUCT
2022-04-01
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Series: | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
Subjects: | |
Online Access: | https://www.fruct.org/publications/fruct31/files/Mar.pdf |