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Account-Sharing Detection Through Keystroke Dynamics Analysis
DC Field | Value | Language |
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dc.contributor.author | Hwang, Seong-seob | - |
dc.contributor.author | Lee, Hyoung-joo | - |
dc.contributor.author | Cho, Sungzoon | - |
dc.date.accessioned | 2012-03-05T02:31:47Z | - |
dc.date.available | 2012-03-05T02:31:47Z | - |
dc.date.issued | 2009 | - |
dc.identifier.citation | INTERNATIONAL JOURNAL OF ELECTRONIC COMMERCE; Vol.14 2; 109-125 | - |
dc.identifier.issn | 1086-4415 | - |
dc.identifier.uri | https://hdl.handle.net/10371/75355 | - |
dc.description.abstract | Account sharing refers to a situation where multiple individuals share a Web site account to avoid paying a fee or providing personal information. As a result of account sharing, service providers lose revenue, underestimate membership, and have impaired understanding of their customers. A generic framework for detecting account sharing is proposed, using keystroke dynamics. Starting with the observation that a user''''''''s keystroke patterns are consistent and distinct from those of other individuals, it is assumed that each user''''''''s keystroke patterns form a "cluster" in Euclidean space. The number of sharers can be estimated by the number of clusters. In this paper, the "optimal" number of clusters is estimated based on the Bayesian model-selection framework with Gaussian mixture models obtained using the variational Bayesian approach. In a case study involving 25 passwords and 16 users, the proposed approach performed well in "sharing detection," with a 2 percent false alarm rate, a 2 percent miss rate, and a "total user estimation" error of 7 percent. The proposed approach is viable and merits further investigation. | - |
dc.language.iso | en | - |
dc.publisher | M E SHARPE INC | - |
dc.subject | Account sharing | - |
dc.subject | Web site account management | - |
dc.subject | typing pattern | - |
dc.subject | biometrics | - |
dc.subject | keystroke dynamics | - |
dc.subject | clustering | - |
dc.title | Account-Sharing Detection Through Keystroke Dynamics Analysis | - |
dc.type | Article | - |
dc.contributor.AlternativeAuthor | 황성섭 | - |
dc.contributor.AlternativeAuthor | 이형주 | - |
dc.contributor.AlternativeAuthor | 조성준 | - |
dc.identifier.doi | 10.2753/JEC1086-4415140204 | - |
dc.citation.journaltitle | INTERNATIONAL JOURNAL OF ELECTRONIC COMMERCE | - |
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dc.description.tc | 0 | - |
dc.identifier.wosid | 000273862500005 | - |
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