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A Case Study on the Suitability of Process Mining to Produce Current-State RBAC Models

Abstract

Role-based access control (RBAC) is commonly used to implement authorization procedures in Process-aware information systems (PAIS). Process mining refers to a bundle of algorithms that typically discover process models from event log data produced during the execution of real-world processes. Beyond pure control flow mining, some techniques focus on the discovery of organizational information from event logs. However, a systematic analysis and comparison of these approaches with respect to their suitability for mining RBAC models is still missing. This paper works towards filling this gap and provides a first guidance for applying mining techniques for deriving RBAC models.

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Citation
Category
Paper in Conference Proceedings or in Workshop Proceedings (Paper)
Event Title
Joint Workshop on Security in Business Processes (SBP) in conjunction with the 10th International Conference on Business Process Management (BPM 2012)
Divisions
Workflow Systems and Technology
Event Location
Tallinn
Event Type
Workshop
Series Name
LNBIP
Publisher
Springer
Page Range
pp. 719-724
Date
2012
Official URL
http://dx.doi.org/10.1007/978-3-642-36285-9_72
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