Yuval Elovici

Senior Academic

Identity theft, computers and behavioral biometrics

Robert Moskovitch, Clint Feher, Arik Messerman, Niklas Kirschnick, Tarik Mustafić, Ahmet Camtepe, Bernhard Löhlein, Ulrich Heister, Sebastian Möller, Lior Rokach,Yuval Elovici

The increase of online services, such as eBanks, WebMails, in which users are verified by a username and password, is increasingly exploited by Identity Theft procedures. Identity Theft is a fraud, in which someone pretends to be someone else is order to steal money or get other benefits. To overcome the problem of Identity Theft an additional security layer is required. Within the last decades the option of verifying users based on their keystroke dynamics was proposed during login verification. Thus, the imposter has to be able to type in a similar way to the real user in addition to having the username and password. However, verifying users upon login is not enough, since a logged station/mobile is vulnerable for imposters when the user leaves her machine. Thus, verifying users continuously based on their activities is required. Within the last decade there is a growing interest and use of biometrics tools, however, these are often costly and require additional hardware. Behavioral biometrics, in which users are verified, based on their keyboard and mouse activities, present potentially a good solution. In this paper we discuss the problem of Identity Theft and propose behavioral biometrics as a solution. We survey existing studies and list the challenges and propose solutions.

Publication language English
Pages 155-160
Publication status Published - 22.10.2009
5137288

ASJC Scopus subject areas

Artificial Intelligence
Information Systems
Software
Access to Document
10.1109/ISI.2009.5137288
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Link to publication in Scopus