Using Closed Itemsets for Implicit User Authentication in Web Browsing
Raynaud, Olivier; Loiseau, Yannick; Dia, Diyé; Coupelon, Olivier; Labernia, Fabien (2014), Using Closed Itemsets for Implicit User Authentication in Web Browsing, in Pavol Jozef, Safarik, CLA 2014, Proceedings of the Eleventh International Conference on Concept Lattices and Their Applications, Pavol Jozef Safarik University in Kosice : Kosice, p. 131-144
Type
Communication / ConférenceExternal document link
http://ceur-ws.org/Vol-1252/proceedings-cla2014.pdfDate
2014Conference title
11 th International Conference on Concept Lattices and Their ApplicationsConference date
2014-10Conference city
KosiceConference country
SlovaquieBook title
CLA 2014, Proceedings of the Eleventh International Conference on Concept Lattices and Their ApplicationsBook author
Pavol Jozef, SafarikPublisher
Pavol Jozef Safarik University in Kosice
Published in
Kosice
ISBN
978-80-8152-159-1
Number of pages
292Pages
131-144
Metadata
Show full item recordAbstract (EN)
Faced with b oth identity theft and the theft of means of authentication, users of digital services are starting to lo ok rather suspi- ciously at online systems. The b ehavior is made up of a series of observ- able actions of an Internet user and, taken as a whole, the most frequent of these actions amount to habit. Habit and reputation o er ways of recognizing the user. The intro duction of an implicit means of authenti- cation based up on the user's b ehavior allows web sites and businesses to rationalize the risks they take when authorizing access to critical func- tionalities. In this pap er, we prop ose a new mo del for implicit authen- tication of web users based on extraction of closed patterns. On a data set of web navigation connection logs of 3 , 000 users over a six-month p erio d we follow the exp erimental proto col describ ed in [1] to compute p erformance of our modelSubjects / Keywords
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