Implementation Of Long Short-Term Memory (LSTM) For User Authentication Based On Keystroke Dynamics
Abstract
The paper reviews the usage, development and implementation of keystroke dynamics as a viable authentication system. AI methods are advancing, but we are still lacking biometric authentication systems in modern software which is being used daily. This paper shows the usage of long short-term memory layers for solving problems like keystroke dynamics and efficiently shows that with modern hardware, training and maintaining a small model is not taxing on the resources, as it may have been.
Keywords
LSTM; AI; Biometric; Keystroke dynamic
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PDFDOI: http://dx.doi.org/10.21533/scjournal.v9i1.187
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Copyright (c) 2020 Admir Ferhatovic, Ali Abd Almisreb, Sherzod Turaev, Mohammed A Saleh
ISSN 2233 -1859
Digital Object Identifier DOI: 10.21533/scjournal
This work is licensed under a Creative Commons Attribution 4.0 International License