Modeling Security-Relevant Data Semantics
IEEE Transactions on Software Engineering
starER: a conceptual model for data warehouse design
Proceedings of the 2nd ACM international workshop on Data warehousing and OLAP
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
Data Warehousing Fundamentals
Extending the E/R Model for the Multidimensional Paradigm
ER '98 Proceedings of the Workshops on Data Warehousing and Data Mining: Advances in Database Technologies
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
ARES '06 Proceedings of the First International Conference on Availability, Reliability and Security
YAM2: a multidimensional conceptual model extending UML
Information Systems
Research in data warehouse modeling and design: dead or alive?
DOLAP '06 Proceedings of the 9th ACM international workshop on Data warehousing and OLAP
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
Application of QVT for the Development of Secure Data Warehouses: A case study
ARES '07 Proceedings of the The Second International Conference on Availability, Reliability and Security
A Framework for the Development of Secure Data Warehouses based on MDA and QVT
ARES '07 Proceedings of the The Second International Conference on Availability, Reliability and Security
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
Building a secure star schema in data warehouses by an extension of the relational package from CWM
Computer Standards & Interfaces
Automatic Generation of Secure Multidimensional Code for Data Warehouses: An MDA Approach
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part II on On the Move to Meaningful Internet Systems
Towards the secure modelling of OLAP users behaviour
SDM'10 Proceedings of the 7th VLDB conference on Secure data management
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Data Warehouse (DW) systems maintain sensitive and crucial information integrated from various heterogeneous sources of the organization, that needs to be protected from unauthorized users. This motivates researchers to consider the issue of information security during the design and development of DW systems. It has also been recognized by the researchers that the information security issue must be considered from the early stages of DW systems development life cycle. In this paper, we survey different relevant approaches for DW design considering issues of information security. Having surveyed the various approaches in the DW literature, we observed that most of the approaches consider security issue right from the conceptual model and moves towards subsequent logical and physical model. However, very little work is seen in the DW literature that considers security aspect from requirements level, which is very important to arrive at subsequent models of DW. Further, we evaluated different approaches for DW design on various security specific parameters like confidentiality, integrity, availability, access control and audit measures, inference control, traceability, interoperability, etc. The proposed evaluation will help the designers while selecting the appropriate approach for designing a secure DW. This will also motivate readers to explore the possibility of proposing new approach for DW design considering security issues into account.