Fault coverage of Constrained Random Test Selection for access control: A formal analysis
Journal of Systems and Software
Proceedings of the 33rd International Conference on Software Engineering
A model-based approach to automated testing of access control policies
Proceedings of the 17th ACM symposium on Access Control Models and Technologies
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Conformance testing procedures for generating tests from the finite state model representation of Role-Based Access Control (RBAC) policies are proposed and evaluated. A test suite generated using one of these procedures has excellent fault detection ability but is astronomically large. Two approaches to reduce the size of the generated test suite were investigated. One is based on a set of six heuristics and the other directly generates a test suite from the finite state model using random selection of paths in the policy model. Empirical studies revealed that the second approach to test suite generation, combined with one or more heuristics, is most effective in the detection of both first-order mutation and malicious faults and generates a significantly smaller test suite than the one generated directly from the finite state models.