Work in progress: A new approach of changeable password for keystroke dynamics authentication system on smart phones

Cheng Jung Tsai, Chun Cheng Peng, Mao Lun Chiang, Ting Yi Chang, Wang Jui Tsai, Han Sing Wu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Most of subscribers use personal identification number (PIN) codes which combined with 6-8 numbers to protect their Subscriber Identity Module (SIM) cards from illegal accesses. To enhance security, many previous studies have employed keystroke dynamics to protect the PIN code, and the relative results exhibit that keystroke dynamics can indeed improve the security of a PIN code. However, the traditional keystroke dynamics-based authentication (KDA) system has to collect user's keystroke dynamics firstly and then produce a unique personal biometrics. It's inconvenient for users when changing their PIN codes is required, because the corresponding KDA systems have to be retrained. To solve the above-mentioned drawbacks, this paper proposes a novel technique by which users can change their PIN codes anytime, without any extra retraining. Conducted experiment results show that the proposed approach can effectively improve the KDA system to distinguish legitimate users and impostors even when users change their original passwords.

Original languageEnglish
Title of host publicationProceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages353-356
Number of pages4
ISBN (Electronic)9781479959709
DOIs
Publication statusPublished - 2015 Mar 3
Event9th International Conference on Communications and Networking in China, CHINACOM 2014 - Maoming, China
Duration: 2014 Aug 142014 Aug 16

Publication series

NameProceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014

Other

Other9th International Conference on Communications and Networking in China, CHINACOM 2014
CountryChina
CityMaoming
Period14-08-1414-08-16

Fingerprint

Authentication
retraining
Biometrics
experiment
Experiments

All Science Journal Classification (ASJC) codes

  • Communication
  • Computer Networks and Communications

Cite this

Tsai, C. J., Peng, C. C., Chiang, M. L., Chang, T. Y., Tsai, W. J., & Wu, H. S. (2015). Work in progress: A new approach of changeable password for keystroke dynamics authentication system on smart phones. In Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014 (pp. 353-356). [7054316] (Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CHINACOM.2014.7054316
Tsai, Cheng Jung ; Peng, Chun Cheng ; Chiang, Mao Lun ; Chang, Ting Yi ; Tsai, Wang Jui ; Wu, Han Sing. / Work in progress : A new approach of changeable password for keystroke dynamics authentication system on smart phones. Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 353-356 (Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014).
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abstract = "Most of subscribers use personal identification number (PIN) codes which combined with 6-8 numbers to protect their Subscriber Identity Module (SIM) cards from illegal accesses. To enhance security, many previous studies have employed keystroke dynamics to protect the PIN code, and the relative results exhibit that keystroke dynamics can indeed improve the security of a PIN code. However, the traditional keystroke dynamics-based authentication (KDA) system has to collect user's keystroke dynamics firstly and then produce a unique personal biometrics. It's inconvenient for users when changing their PIN codes is required, because the corresponding KDA systems have to be retrained. To solve the above-mentioned drawbacks, this paper proposes a novel technique by which users can change their PIN codes anytime, without any extra retraining. Conducted experiment results show that the proposed approach can effectively improve the KDA system to distinguish legitimate users and impostors even when users change their original passwords.",
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Tsai, CJ, Peng, CC, Chiang, ML, Chang, TY, Tsai, WJ & Wu, HS 2015, Work in progress: A new approach of changeable password for keystroke dynamics authentication system on smart phones. in Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014., 7054316, Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014, Institute of Electrical and Electronics Engineers Inc., pp. 353-356, 9th International Conference on Communications and Networking in China, CHINACOM 2014, Maoming, China, 14-08-14. https://doi.org/10.1109/CHINACOM.2014.7054316

Work in progress : A new approach of changeable password for keystroke dynamics authentication system on smart phones. / Tsai, Cheng Jung; Peng, Chun Cheng; Chiang, Mao Lun; Chang, Ting Yi; Tsai, Wang Jui; Wu, Han Sing.

Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014. Institute of Electrical and Electronics Engineers Inc., 2015. p. 353-356 7054316 (Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AB - Most of subscribers use personal identification number (PIN) codes which combined with 6-8 numbers to protect their Subscriber Identity Module (SIM) cards from illegal accesses. To enhance security, many previous studies have employed keystroke dynamics to protect the PIN code, and the relative results exhibit that keystroke dynamics can indeed improve the security of a PIN code. However, the traditional keystroke dynamics-based authentication (KDA) system has to collect user's keystroke dynamics firstly and then produce a unique personal biometrics. It's inconvenient for users when changing their PIN codes is required, because the corresponding KDA systems have to be retrained. To solve the above-mentioned drawbacks, this paper proposes a novel technique by which users can change their PIN codes anytime, without any extra retraining. Conducted experiment results show that the proposed approach can effectively improve the KDA system to distinguish legitimate users and impostors even when users change their original passwords.

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Tsai CJ, Peng CC, Chiang ML, Chang TY, Tsai WJ, Wu HS. Work in progress: A new approach of changeable password for keystroke dynamics authentication system on smart phones. In Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014. Institute of Electrical and Electronics Engineers Inc. 2015. p. 353-356. 7054316. (Proceedings of the 2014 9th International Conference on Communications and Networking in China, CHINACOM 2014). https://doi.org/10.1109/CHINACOM.2014.7054316