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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 / Conférence
External document link
http://ceur-ws.org/Vol-1252/proceedings-cla2014.pdf
Date
2014
Conference title
11 th International Conference on Concept Lattices and Their Applications
Conference date
2014-10
Conference city
Kosice
Conference country
Slovaquie
Book title
CLA 2014, Proceedings of the Eleventh International Conference on Concept Lattices and Their Applications
Book author
Pavol Jozef, Safarik
Publisher
Pavol Jozef Safarik University in Kosice
Published in
Kosice
ISBN
978-80-8152-159-1
Number of pages
292
Pages
131-144
Metadata
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Author(s)
Raynaud, Olivier
Loiseau, Yannick cc
Dia, Diyé
Coupelon, Olivier
Labernia, Fabien
Abstract (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 model
Subjects / Keywords
Services web

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