ISSN 2394-5125
 

Review Article 


REAL TIME BIOMETRIC AUTHENTICATION BASED ON KEY STROKE DYNAMICS

Alaa B. Baban, Ahmed M. Alkababji, Mustafa S. Oassab.

Abstract
In this paper we discuss the ability to implement keystroke dynamics in a simple way by taking few, but effective, features and run the authentication session in a real-time manner. MATLAB 2019 is used to implement the keystroke biometrics and 15 people were included in the test aging from 20 to 30 years, and 10 samples are taken from each volunteer to train the Back Propagation Neural Network (BBNN) in order to classify the various entered patterns according to the obtained features. The results are satisfying were the FRR has a value of 27% and FAR is about 18%. This approach, named Simple but Effective (SbE), can be done using non-convenient features which in turn makes it unique, in addition to its simplicity that makes it relatively consumes less resources than previous experiments.

Key words: biometrics, keystroke dynamics, feature extraction, classifiers, neural network, real-time application.


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Alaa B. Baban
Articles by Ahmed M. Alkababji
Articles by Mustafa S. Oassab
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

Alaa B. Baban, Ahmed M. Alkababji, Mustafa S. Oassab. REAL TIME BIOMETRIC AUTHENTICATION BASED ON KEY STROKE DYNAMICS. JCR. 2020; 7(4): 514-517. doi:10.31838/jcr.07.04.96


Web Style

Alaa B. Baban, Ahmed M. Alkababji, Mustafa S. Oassab. REAL TIME BIOMETRIC AUTHENTICATION BASED ON KEY STROKE DYNAMICS. http://www.jcreview.com/?mno=94815 [Access: May 30, 2021]. doi:10.31838/jcr.07.04.96


AMA (American Medical Association) Style

Alaa B. Baban, Ahmed M. Alkababji, Mustafa S. Oassab. REAL TIME BIOMETRIC AUTHENTICATION BASED ON KEY STROKE DYNAMICS. JCR. 2020; 7(4): 514-517. doi:10.31838/jcr.07.04.96



Vancouver/ICMJE Style

Alaa B. Baban, Ahmed M. Alkababji, Mustafa S. Oassab. REAL TIME BIOMETRIC AUTHENTICATION BASED ON KEY STROKE DYNAMICS. JCR. (2020), [cited May 30, 2021]; 7(4): 514-517. doi:10.31838/jcr.07.04.96



Harvard Style

Alaa B. Baban, Ahmed M. Alkababji, Mustafa S. Oassab (2020) REAL TIME BIOMETRIC AUTHENTICATION BASED ON KEY STROKE DYNAMICS. JCR, 7 (4), 514-517. doi:10.31838/jcr.07.04.96



Turabian Style

Alaa B. Baban, Ahmed M. Alkababji, Mustafa S. Oassab. 2020. REAL TIME BIOMETRIC AUTHENTICATION BASED ON KEY STROKE DYNAMICS. Journal of Critical Reviews, 7 (4), 514-517. doi:10.31838/jcr.07.04.96



Chicago Style

Alaa B. Baban, Ahmed M. Alkababji, Mustafa S. Oassab. "REAL TIME BIOMETRIC AUTHENTICATION BASED ON KEY STROKE DYNAMICS." Journal of Critical Reviews 7 (2020), 514-517. doi:10.31838/jcr.07.04.96



MLA (The Modern Language Association) Style

Alaa B. Baban, Ahmed M. Alkababji, Mustafa S. Oassab. "REAL TIME BIOMETRIC AUTHENTICATION BASED ON KEY STROKE DYNAMICS." Journal of Critical Reviews 7.4 (2020), 514-517. Print. doi:10.31838/jcr.07.04.96



APA (American Psychological Association) Style

Alaa B. Baban, Ahmed M. Alkababji, Mustafa S. Oassab (2020) REAL TIME BIOMETRIC AUTHENTICATION BASED ON KEY STROKE DYNAMICS. Journal of Critical Reviews, 7 (4), 514-517. doi:10.31838/jcr.07.04.96