Role mining - revealing business roles for security administration using data mining technology

Dalia Shohat · Gerhard Schimpf

188 citations0/0 files storedACM Symposium on Access Control Models and Technologies (SACMAT)

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Access Control and Trust Information and Cyber Security User Authentication and Security Systems

Abstract

In this paper we describe the work devising a new technique for role-finding to implement Role-Based Security Administration. Our results stem from industrial projects, where large-scale customers wanted to migrate to Role-Based Access Control (RBAC) based on already existing access rights patterns in their production IT-systems.

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References

1996Role-based access control models 2000The NIST model for role-based access control 1967Role Theory: Concepts and Research.1992Role-Based Access Controls 1999The ARBAC97 model for role-based administration of roles 1999The role graph model and conflict of interest

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2008Mining roles with semantic meanings 2006RoleMiner 2008Optimal Boolean Matrix Decomposition: Application to Role Engineering 2005Role mining with ORCA 2007Role engineering using graph optimisation 2010Transaction Mining for Fraud Detection in ERP Systems

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