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Identification of differences of user behavior profiles and user class templates

Identification of differences of user behavior profiles and user class templates The methods for evaluating the system effectiveness of a user behavior profile are considered. For a class of users united by the same role in an information system, we consider the problem of transition from the general to the personal user behavior adaptive profile. It is formally shown that the profile, taking into account all the peculiarities of the behavior of a particular person, effectively detects anomalous behavior. Experiments performed to identify the characteristics of the profile that are important for use in real applications are additionally realized. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Automatic Control and Computer Sciences Springer Journals

Identification of differences of user behavior profiles and user class templates

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Publisher
Springer Journals
Copyright
Copyright © 2014 by Allerton Press, Inc.
Subject
Computer Science; Control Structures and Microprogramming
ISSN
0146-4116
eISSN
1558-108X
DOI
10.3103/S0146411614020072
Publisher site
See Article on Publisher Site

Abstract

The methods for evaluating the system effectiveness of a user behavior profile are considered. For a class of users united by the same role in an information system, we consider the problem of transition from the general to the personal user behavior adaptive profile. It is formally shown that the profile, taking into account all the peculiarities of the behavior of a particular person, effectively detects anomalous behavior. Experiments performed to identify the characteristics of the profile that are important for use in real applications are additionally realized.

Journal

Automatic Control and Computer Sciences – Springer Journals

Published: May 10, 2014

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