A machine learning approach to keystroke dynamics based user authentication

K Revett, F Gorunescu, M Gorunescu… - International …, 2007 - inderscienceonline.com
… In this paper, we investigate the use of a behavioural biometric based on keystroke
dynamics. Although there are several implementations of keystroke dynamics available – their …

Identification of user behavioral biometrics for authentication using keystroke dynamics and machine learning

S Krishnamoorthy, L Rueda, S Saad… - Proceedings of the 2018 …, 2018 - dl.acm.org
… In this paper, the keystroke dynamics based authentication was tested using .tie5Roanl
password and the best classification performance metrics obtained were from the SVM RBF …

Multimodal EEG and keystroke dynamics based biometric system using machine learning algorithms

A Rahman, MEH Chowdhury, A Khandakar… - Ieee …, 2021 - ieeexplore.ieee.org
… On the other hand, keystroke dynamics-based systems achieve very high … keystroke
dynamics is proposed in this paper. A dataset was created by acquiring both keystroke dynamics

Keystroke dynamic classification using machine learning for password authorization

Y Muliono, H Ham, D Darmawan - Procedia Computer Science, 2018 - Elsevier
… conducted a research in dynamic keystroke for user authentication using self… keystroke
dynamics identity verification and found that GA-SVM was resulting a good accuracy and learning

Machine learning and deep learning for fixed-text keystroke dynamics

HC Chang, J Li, CS Wu, M Stamp - Artificial Intelligence for Cybersecurity, 2022 - Springer
… of keystroke dynamics is likely to increase in the near future. In this research, we analyze
various keystroke dynamics data and train machine learning and deep learning models to …

Machine learning techniques for keystroke dynamics

K Shekhawat, DP Bhatt - Proceedings of Data Analytics and Management …, 2022 - Springer
… The use of machine learning (ML). KDA for data classification is a comparatively … machine
learning algorithm in the domain of user authentication system based on keystroke dynamics. …

Analyzing Keystroke Dynamics for User Authentication: A Comparative Study of Feature Extractions and Machine Learning Models

K Nova - … Science Review of Applied Machine Learning, 2022 - journals.sagescience.org
… This research contributes to the field of keystroke dynamics by providing … machine learning
models for user authentication. The findings underscore the potential of keystroke dynamics

A comparison of machine learning algorithms in keystroke dynamics

K Elliot, J Graham, Y Yassin, T Ward… - 2019 international …, 2019 - ieeexplore.ieee.org
machine learning. We recorded the latencies between keystrokes and taught machine
learning algorithms the datasets to determine if the pattern can be learnable by the machine. We …

[HTML][HTML] Comparing machine learning classifiers for continuous authentication on mobile devices by keystroke dynamics

L de-Marcos, JJ Martínez-Herráiz, J Junquera-Sánchez… - Electronics, 2021 - mdpi.com
… The second objective of this study is to compare ML algorithms for mobile CA using
keystroke dynamics. Since the CA problem is a classification problem that aims to tell apart …

Machine learning algorithm on keystroke dynamics pattern

P Baynath, KMS Soyjaudah… - 2018 IEEE Conference …, 2018 - ieeexplore.ieee.org
… Hence in this work, the focus is to apply these machine learning algorithms on different
features of Keystroke Dynamics other than the ones currently being used in literature. Fuzzy …