demonstration

RMiner: a tool set for role mining

Authors:

Xiwu GuAuthors Info & Claims

SACMAT '13: Proceedings of the 18th ACM symposium on Access control models and technologies

Pages 193 - 196

https://doi.org/10.1145/2462410.2462431

Published: 12 June 2013 Publication History

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Abstract

Recently, there are many approaches proposed for mining roles using automated technologies. However, it lacks a tool set that can be used to aid the application of role mining approaches and update role states. In this demonstration, we introduce a tool set, RMiner, which is based on the core of WEKA, an open source data mining tool. RMiner implements most of the classic and latest role mining algorithms and provides interactive tools for administrator to update role states. The running examples of RMiner are presented to demonstrate the effectiveness of the tool set.

References

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Bouckaert, R., Frank, E., Hall, M., Kirkby, R., Reutemann, P., Seewald, A., and Scuse, D. 2008. WEKA Manual for Version 3--6-0. University of Waikato, Hamilton, New Zealand, 2008.

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Schlegelmilch, J., and Steffens, U. 2005. Role mining with ORCA. In Proceedings of the 10th ACM Symposium on Access Control Models and Technologies (Stockholm, Sweden, June 2005). SACMAT'05, ACM, 168--176.

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Ma, X., Li, R., Lu, Z., and Wang, W. 2012. Mining Constraints in Role-Based Access Control. Mathematical and Computer Modelling, Elsevier, 55, 1--2 (2012), 87--96.

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Ma, X., Li, R., Lu, Z. 2010. Role Mining Based on Weights. In Proceedings of the 15th ACM Symposium on Access Control Models and Technologies (Pittsburgh, PA, USA, June 2010). SACMAT'10, ACM, 65--74.

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Cited By

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Sun WSu HLiu H(2019)Role-Engineering Optimization with Cardinality Constraints and User-Oriented Mutually Exclusive ConstraintsInformation10.3390/info1011034210:11(342)Online publication date: 4-Nov-2019
https://doi.org/10.3390/info10110342
Sun WWei SGuo HLiu H(2019)Role-Mining Optimization with Separation-of-Duty Constraints and Security Detections for AuthorizationsFuture Internet10.3390/fi1109020111:9(201)Online publication date: 19-Sep-2019
https://doi.org/10.3390/fi11090201
Rao KRay IAsif WNayak ARajarajan M(2019)R-PEKS: RBAC Enabled PEKS for Secure Access of Cloud DataIEEE Access10.1109/ACCESS.2019.29415607(133274-133289)Online publication date: 2019
https://doi.org/10.1109/ACCESS.2019.2941560
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Index Terms

RMiner: a tool set for role mining
1. Information systems
  1. Information systems applications
    1. Data mining
2. Security and privacy
  1. Security services
    1. Access control
  2. Systems security
    1. Operating systems security

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Role Based Access Control (RBAC) is the de facto standard in access control models, and is widely used in many applications and organizations of all sizes. However, the task of finding an appropriate set of roles, called role engineering, remains the ...

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Published In

SACMAT '13: Proceedings of the 18th ACM symposium on Access control models and technologies

June 2013

278 pages

ISBN:9781450319508

DOI:10.1145/2462410

General Chair:
Mauro Conti
University of Padua, Italy
,
Program Chairs:
Jaideep Vaidya
Rutgers University, USA
,
Andreas Schaad
SAP AG, Germany

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

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Published: 12 June 2013

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SACMAT '13: 18th ACM Symposium on Access Control Models and Technologies

June 12 - 14, 2013

Amsterdam, The Netherlands

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SACMAT '13 Paper Acceptance Rate 19 of 62 submissions, 31%;

Overall Acceptance Rate 177 of 597 submissions, 30%

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Sun WSu HLiu H(2019)Role-Engineering Optimization with Cardinality Constraints and User-Oriented Mutually Exclusive ConstraintsInformation10.3390/info1011034210:11(342)Online publication date: 4-Nov-2019
https://doi.org/10.3390/info10110342
Sun WWei SGuo HLiu H(2019)Role-Mining Optimization with Separation-of-Duty Constraints and Security Detections for AuthorizationsFuture Internet10.3390/fi1109020111:9(201)Online publication date: 19-Sep-2019
https://doi.org/10.3390/fi11090201
Rao KRay IAsif WNayak ARajarajan M(2019)R-PEKS: RBAC Enabled PEKS for Secure Access of Cloud DataIEEE Access10.1109/ACCESS.2019.29415607(133274-133289)Online publication date: 2019
https://doi.org/10.1109/ACCESS.2019.2941560
Vasiliadis CGeorgiadis CZdravkova KEleftherakis GKefalas P(2017)A Survey on Access Control Mechanisms in E-commerce EnvironmentsProceedings of the 8th Balkan Conference in Informatics10.1145/3136273.3136288(1-6)Online publication date: 20-Sep-2017
https://dl.acm.org/doi/10.1145/3136273.3136288
Mitra BSural SVaidya JAtluri V(2016)A Survey of Role MiningACM Computing Surveys10.1145/287114848:4(1-37)Online publication date: 22-Feb-2016
https://dl.acm.org/doi/10.1145/2871148
Leitner MRinderle-Ma SOsborn STripunitara MMolloy I(2014)Anomaly detection and visualization in generative RBAC modelsProceedings of the 19th ACM symposium on Access control models and technologies10.1145/2613087.2613105(41-52)Online publication date: 25-Jun-2014
https://dl.acm.org/doi/10.1145/2613087.2613105

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Role mining with ORCA

The role mining problem: finding a minimal descriptive set of roles

Role engineering: from theory to practice

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Role mining with ORCA

The role mining problem: finding a minimal descriptive set of roles

Role engineering: from theory to practice

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