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Kunz, Michael ; Fuchs, Ludwig ; Netter, Michael ; Pernul, Günther

How to Discover High-quality Roles? A Survey and Dependency Analysis of Quality Criteria in Role Mining

Kunz, Michael, Fuchs, Ludwig, Netter, Michael and Pernul, Günther (2016) How to Discover High-quality Roles? A Survey and Dependency Analysis of Quality Criteria in Role Mining. Communications in Computer and Information Science 576 (2), pp. 49-67.

Date of publication of this fulltext: 15 Jan 2016 13:29
Article
DOI to cite this document: 10.5283/epub.33179


Abstract

Roles have evolved into the de facto standard for access control in Enterprise Identity Management. However, companies struggle to develop and maintain a role-based access control state. For the initial role deployment, role mining is widely used. Due to the high number and complexity of available role mining algorithms, companies fail to perceive which is selected best according to their needs. ...

Roles have evolved into the de facto standard for access control in Enterprise Identity Management. However, companies struggle to develop and maintain a role-based access control state. For the initial role deployment, role mining is widely used. Due to the high number and complexity of available role mining algorithms, companies fail to perceive which is selected best according to their needs. Furthermore, requirements on the composition of roles such as reduction of administration cost are to be taken into account in role development. In order to give them guidance, in this paper we aggregate existing role mining approaches and classify them. For consideration of individual prerequisites we extract quality criteria that should be met. Later on, we discuss interdependencies between the criteria to help role developers avoid unwanted side-effects and produce RBAC states that are tailored to their preferences.



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Details

Item typeArticle
Journal or Publication TitleCommunications in Computer and Information Science
Publisher:Springer
Volume:576
Number of Issue or Book Chapter:2
Page Range:pp. 49-67
Date1 January 2016
Additional Information (public)book title "Information Systems Security and Privacy. First International Conference, ICISSP 2015, Angers, France, February 9-11, 2015, Revised Selected Papers" (ISBN 978-3-319276-67-05-0937)
InstitutionsBusiness, Economics and Information Systems > Institut für Wirtschaftsinformatik > Lehrstuhl für Wirtschaftsinformatik I - Informationssysteme (Prof. Dr. Günther Pernul)
Informatics and Data Science > Department Information Systems > Lehrstuhl für Wirtschaftsinformatik I - Informationssysteme (Prof. Dr. Günther Pernul)
Identification Number
ValueType
10.1007/978-3-319-27668-7_4DOI
Related URLs
URLURL Type
http://www.springer.com/de/book/9783319276670Publisher
KeywordsIAM, Role Quality, RBAC, Role-based Access Control
Dewey Decimal Classification000 Computer science, information & general works > 004 Computer science
300 Social sciences > 330 Economics
StatusPublished
RefereedYes, this version has been refereed
Created at the University of RegensburgYes
URN of the UB Regensburgurn:nbn:de:bvb:355-epub-331796
Item ID33179

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