Mouse Behavior Analysis Based on Artificial Intelligence as a Second-Phase Authentication System
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http://hdl.handle.net/2183/23886Coleccións
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Mouse Behavior Analysis Based on Artificial Intelligence as a Second-Phase Authentication SystemData
2019-08-01Cita bibliográfica
GARABATO, Daniel, et al. Mouse Behavior Analysis Based on Artificial Intelligence as a Second-Phase Authentication System. En Multidisciplinary Digital Publishing Institute Proceedings. 2019. p. 29.
Resumo
[Abstract] Nowadays, a wide variety of computer systems use authentication protocols based on several factors in order to enhance security. In this work, the viability of a second-phase authentication scheme based on users’ mouse behavior is analyzed by means of classical Artificial Intelligence techniques, such as the Support Vector Machines or Multi-Layer Perceptrons. Such methods were found to perform particularly well, demonstrating the feasibility of mouse behavior analytics as a second-phase authentication mechanism. In addition, in the current stage of the experiments, the classification techniques were found to be very stable for the extracted features.
Palabras chave
Authentication
Computer security
Artificial intelligence
Computer security
Artificial intelligence
Versión do editor
Dereitos
Atribución 4.0 España
ISSN
2504-3900