Active authentication by mouse movements

Yiǧitcan Aksari; Harun Artuner

doi:10.1109/ISCIS.2009.5291887

Active authentication by mouse movements

Yiǧitcan Aksari
, Harun Artuner

Division of Computer Sciences

Hacettepe University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

40 Citations (Scopus)

Abstract

We present an application for authenticating users with mouse movements. We extract the features from nine paths between seven squares displayed consecutively on the screen. Although the paths among the squares are fixed, user can not get familiar to the paths by the selection algorithm of next path. This prevents similar results from different users. We experimented on improving the success rate, by selecting the optimal time interval between mouse movement points and refining features to obtain valid data. Experiment's results presented a false acceptance rate (FAR) of 5.9% and a false reject rate (FRR) of 5.9%.

Original language	English
Title of host publication	2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009
Pages	571-574
Number of pages	4
DOIs	https://doi.org/10.1109/ISCIS.2009.5291887
Publication status	Published - 2009
Event	2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009 - Guzelyurt, Cyprus Duration: 14 Sept 2009 → 16 Sept 2009

Publication series

Name	2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009

Conference

Conference	2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009
Country/Territory	Cyprus
City	Guzelyurt
Period	14/09/09 → 16/09/09

Keywords

Authentication
Biometrics
Human computer interaction
Mouse dynamics
Mouse movements

Access to Document

10.1109/ISCIS.2009.5291887

Cite this

@inproceedings{032ded1bf00541f4a7e9963deda25f01,

title = "Active authentication by mouse movements",

abstract = "We present an application for authenticating users with mouse movements. We extract the features from nine paths between seven squares displayed consecutively on the screen. Although the paths among the squares are fixed, user can not get familiar to the paths by the selection algorithm of next path. This prevents similar results from different users. We experimented on improving the success rate, by selecting the optimal time interval between mouse movement points and refining features to obtain valid data. Experiment's results presented a false acceptance rate (FAR) of 5.9\% and a false reject rate (FRR) of 5.9\%.",

keywords = "Authentication, Biometrics, Human computer interaction, Mouse dynamics, Mouse movements",

author = "Yiǧitcan Aksari and Harun Artuner",

year = "2009",

doi = "10.1109/ISCIS.2009.5291887",

language = "English",

isbn = "9781424450237",

series = "2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009",

pages = "571--574",

booktitle = "2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009",

note = "2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009 ; Conference date: 14-09-2009 Through 16-09-2009",

}

Aksari, Y & Artuner, H 2009, Active authentication by mouse movements. in 2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009., 5291887, 2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009, pp. 571-574, 2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009, Guzelyurt, Cyprus, 14/09/09. https://doi.org/10.1109/ISCIS.2009.5291887

Active authentication by mouse movements. / Aksari, Yiǧitcan; Artuner, Harun.
2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009. 2009. p. 571-574 5291887 (2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Active authentication by mouse movements

AU - Aksari, Yiǧitcan

AU - Artuner, Harun

PY - 2009

Y1 - 2009

N2 - We present an application for authenticating users with mouse movements. We extract the features from nine paths between seven squares displayed consecutively on the screen. Although the paths among the squares are fixed, user can not get familiar to the paths by the selection algorithm of next path. This prevents similar results from different users. We experimented on improving the success rate, by selecting the optimal time interval between mouse movement points and refining features to obtain valid data. Experiment's results presented a false acceptance rate (FAR) of 5.9% and a false reject rate (FRR) of 5.9%.

AB - We present an application for authenticating users with mouse movements. We extract the features from nine paths between seven squares displayed consecutively on the screen. Although the paths among the squares are fixed, user can not get familiar to the paths by the selection algorithm of next path. This prevents similar results from different users. We experimented on improving the success rate, by selecting the optimal time interval between mouse movement points and refining features to obtain valid data. Experiment's results presented a false acceptance rate (FAR) of 5.9% and a false reject rate (FRR) of 5.9%.

KW - Authentication

KW - Biometrics

KW - Human computer interaction

KW - Mouse dynamics

KW - Mouse movements

UR - https://www.scopus.com/pages/publications/73949122174

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DO - 10.1109/ISCIS.2009.5291887

M3 - Conference contribution

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SN - 9781424450237

T3 - 2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009

SP - 571

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BT - 2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009

T2 - 2009 24th International Symposium on Computer and Information Sciences, ISCIS 2009

Y2 - 14 September 2009 through 16 September 2009

ER -

Active authentication by mouse movements

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Keywords

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