Software engineering for security: a roadmap
Proceedings of the Conference on The Future of Software Engineering
Technical opinion: Information system security management in the new millennium
Communications of the ACM
Towards OLAP security design — survey and research issues
Proceedings of the 3rd ACM international workshop on Data warehousing and OLAP
Building the Data Warehouse,3rd Edition
Building the Data Warehouse,3rd Edition
Common Warehouse Metamodel Developer's Guide
Common Warehouse Metamodel Developer's Guide
A Standard for Representing Multidimensional Properties: The Common Warehouse Metamodel (CWM)
ADBIS '02 Proceedings of the 6th East European Conference on Advances in Databases and Information Systems
A Pragmatic Approach to Conceptual Modeling of OLAP Security
ER '01 Proceedings of the 20th International Conference on Conceptual Modeling: Conceptual Modeling
A Prototype Model for Data Warehouse Security Based on Metadata
DEXA '98 Proceedings of the 9th International Workshop on Database and Expert Systems Applications
Modelling strategic relationships for process reengineering
Modelling strategic relationships for process reengineering
Privacy preservation for data cubes
Knowledge and Information Systems
ARES '06 Proceedings of the First International Conference on Availability, Reliability and Security
Visual security protocol modeling
NSPW '05 Proceedings of the 2005 workshop on New security paradigms
A UML profile for multidimensional modeling in data warehouses
Data & Knowledge Engineering - Special issue: ER 2003
Access control and audit model for the multidimensional modeling of data warehouses
Decision Support Systems
Developing secure data warehouses with a UML extension
Information Systems
A set of QVT relations to transform PIM to PSM in the Design of Secure Data Warehouses
ARES '07 Proceedings of the The Second International Conference on Availability, Reliability and Security
An MDA approach for the development of data warehouses
Decision Support Systems
A cubic-wise balance approach for privacy preservation in data cubes
Information Sciences: an International Journal
A model-driven goal-oriented requirement engineering approach for data warehouses
ER'07 Proceedings of the 2007 conference on Advances in conceptual modeling: foundations and applications
A formal framework for reasoning on metadata based on CWM
ER'06 Proceedings of the 25th international conference on Conceptual Modeling
An engineering process for developing Secure Data Warehouses
Information and Software Technology
A UML 2.0 profile to define security requirements for Data Warehouses
Computer Standards & Interfaces
Towards a Modernization Process for Secure Data Warehouses
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Defining and transforming security rules in an MDA approach for DWs
International Journal of Business Intelligence and Data Mining
Towards the secure modelling of OLAP users behaviour
SDM'10 Proceedings of the 7th VLDB conference on Secure data management
A practical application of our MDD approach for modeling secure XML data warehouses
Decision Support Systems
Evaluation of approaches for designing secure data warehouse
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
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Data Warehouses (DWs) are widely accepted as the core of current decision support systems. Therefore, it is vital to incorporate security requirements from the early stages of the DWs projects and enforce them in the further design phases. Very few approaches specify security and audit measures in the conceptual modeling of DWs. Furthermore, these security measures are specified in the final implementation on top of commercial systems as there is not a standard relational representation of security measures for DWs (i.e. the well-known star schema does not allow us to specify security and audit measures on its multidimensional representation of data; instead, they must be specified on top of the implemented relational tables). On the other hand, the Common Warehouse Metamodel (CWM) has been accepted as the standard for the exchange and the interoperability of metadata. Nevertheless, it does not allow us to specify security measures for DWs. In this paper, we make use of the own extension mechanisms provided by the CWM to extend the relational package in order to build a star schema that represents the security and audit rules captured during the conceptual modeling phase of DWs. Finally, in order to show the benefits of our extension, we apply it to a case study related to the management of the pharmacy consortium business.