Title
Computing Mutation Coverage in Interpolation-Based Model Checking
Abstract
Coverage is a means to quantify the quality of a system specification, and is frequently applied to assess progress in system validation. Coverage is a standard measure in testing, but is very difficult to compute in the context of formal verification. We present efficient algorithms for identifying those parts of the system that are covered by a given property. Our algorithm is integrated into state-of-the-art Boolean satisfiability problem-based model checking using Craig interpolation. The key insight into our algorithm is the re-use of previously computed inductive invariants and counterexamples. This re-use permits a a rapid completion of the vast majority of tests, and enables the computation of a coverage measure with 96% accuracy with only $5\\times$ the runtime of the model checker.
Year
DOI
Venue
2012
10.1109/TCAD.2011.2180382
Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions
Keywords
DocType
Volume
formal specification,formal verification,interpolation,Boolean satisfiability problem-based model checking,Craig interpolation,counter examples,formal verification,inductive invariants,interpolation-based model checking,mutation coverage,system specification,system validation,Coverage,interpolation,model checking
Journal
31
Issue
ISSN
Citations 
5
0278-0070
2
PageRank 
References 
Authors
0.36
31
3
Name
Order
Citations
PageRank
Hana Chockler148238.31
Daniel Kroening23084187.60
Mitra Purandare3815.49