KEYSTROKE DYNAMICS AUTHENTICATION USING A SMALL NUMBER OF SAMPLES

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F20%3A39916460" target="_blank" >RIV/00216275:25410/20:39916460 - isvavai.cz</a>

Result on the web

<a href="https://dspace.tul.cz/handle/15240/158183" target="_blank" >https://dspace.tul.cz/handle/15240/158183</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.15240/tul/001/2020-4-014" target="_blank" >10.15240/tul/001/2020-4-014</a>

Result language

angličtina

Original language name

KEYSTROKE DYNAMICS AUTHENTICATION USING A SMALL NUMBER OF SAMPLES

Original language description

The verification of a person’s identity is very important in today’s information society, especially in e-commerce systems and directly affects user account management and administration. Although present e-commerce systems use many modern sophisticated methods of authentication, large numbers of e-commerce systems use passwords for this purpose incessantly. However, passwords are not considered be too secure because users usually do not adhere to security policies for creating and managing theirs passwords. This problem can be solved by security policies that require the user to change the password frequently, select a completely new password, and structure the password, which places additional demands on the user. The solution is a two-factor authentication where a user needs to know the right password and at the same time, he must write this password in the correct way. Indeed, many different methods for keystroke dynamics authentication exist nowadays, but unfortunately, many of them need a large number of samples to create a stable template and therefore it is impossible use them in systems whose security policy requires frequent password change. The authors suggest a completely new method for these purposes that is enough stable even with a small number of measurements to create a template. This proposed method of keystroke dynamics authentication is validated and results are compared with existing methods both over the own dataset and the existing reference datasets. The authors believe that the proposed method will simplify the management and administration of user accounts as well as their security

Czech name

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Czech description

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Type

J_imp - Article in a specialist periodical, which is included in the Web of Science database

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

—

Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2020

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

E+M Ekonomie a Management

ISSN

1212-3609

e-ISSN

—

Volume of the periodical

23

Issue of the periodical within the volume

4

Country of publishing house

CZ - CZECH REPUBLIC

Number of pages

11

Pages from-to

215-226

UT code for WoS article

000595819500014

EID of the result in the Scopus database

2-s2.0-85097669269