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Testing with model checkers: a survey

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/0471028959.sof307openalex-snapshot
Software Cost Reduction
inferredcites →https://doi.org/10.1002/1099-1689(200012)10:4<229::aid-stvr213>3.0.co;2-oopenalex-snapshot
Specification based test sequence generation with propositional logic
inferredcites →https://doi.org/10.1007/10722167_15openalex-snapshot
Counterexample-Guided Abstraction Refinement
inferredcites →https://doi.org/10.1007/3-540-11494-7_22openalex-snapshot
Specification and verification of concurrent systems in CESAR
inferredcites →https://doi.org/10.1007/3-540-36498-6_15openalex-snapshot
Using Spin to Generate Tests from ASM Specifications
inferredcites →https://doi.org/10.1007/3-540-44829-2_17openalex-snapshot
Software Verification with BLAST
inferredcites →https://doi.org/10.1007/3-540-45061-0_5openalex-snapshot
Model Checking and Testing Combined
inferredcites →https://doi.org/10.1007/3-540-45139-0_5openalex-snapshot
Directed explicit model checking with HSF-SPIN
inferredcites →https://doi.org/10.1007/3-540-45657-0_39openalex-snapshot
Vacuum Cleaning CTL Formulae
inferredcites →https://doi.org/10.1007/3-540-46002-0_25openalex-snapshot
Adaptive Model Checking
inferredcites →https://doi.org/10.1007/3-540-48153-2_8openalex-snapshot
Vacuity Detection in Temporal Model Checking
inferredcites →https://doi.org/10.1007/3-540-48234-2_11openalex-snapshot
Java PathFinder A Translator from Java to Promela
inferredcites →https://doi.org/10.1007/3-540-48683-6_44openalex-snapshot
NuSMV: A New Symbolic Model Verifier
inferredcites →https://doi.org/10.1007/3-540-49059-0_14openalex-snapshot
Symbolic Model Checking without BDDs
inferredcites →https://doi.org/10.1007/3-540-53479-2_17openalex-snapshot
Action versus state based logics for transition systems
inferredcites →https://doi.org/10.1007/3-540-63166-6_28openalex-snapshot
Efficient detection of vacuity in ACTL formulas
inferredcites →https://doi.org/10.1007/978-1-4615-3190-6openalex-snapshot
Symbolic Model Checking
inferredcites →https://doi.org/10.1007/978-1-4757-5939-6_5openalex-snapshot
Mutation of Model Checker Specifications for Test Generation and Evaluation
inferredcites →https://doi.org/10.1007/978-3-540-24617-6_9openalex-snapshot
Time-Optimal Real-Time Test Case Generation Using Uppaal
inferredcites →https://doi.org/10.1007/978-3-540-27813-9_45openalex-snapshot
SAL 2
inferredcites →https://doi.org/10.1007/978-3-540-30232-2_17openalex-snapshot
Witness and Counterexample Automata for ACTL
inferredcites →https://doi.org/10.1007/978-3-540-31848-4_8openalex-snapshot
Using Model Checking for Reducing the Cost of Test Generation
inferredcites →https://doi.org/10.1007/978-3-540-39910-0_9openalex-snapshot
Counterexamples Revisited: Principles, Algorithms, Applications
inferredcites →https://doi.org/10.1007/978-3-540-71289-3_23openalex-snapshot
Redundancy Based Test-Suite Reduction
inferredcites →https://doi.org/10.1007/978-3-540-73770-4_11openalex-snapshot
Using Model Checking to Generate Fault Detecting Tests
inferredcites →https://doi.org/10.1007/b137241openalex-snapshot
Model-Based Testing of Reactive Systems
inferredcites →https://doi.org/10.1007/bfb0025774openalex-snapshot
Design and synthesis of synchronization skeletons using branching time temporal logic
inferredcites →https://doi.org/10.1007/s10009-003-0117-6openalex-snapshot
Efficient monitoring of safety properties
inferredcites →https://doi.org/10.1007/s100090050010openalex-snapshot
Uppaal in a nutshell
inferredcites →https://doi.org/10.1007/s10515-005-6205-yopenalex-snapshot
Rewriting-Based Techniques for Runtime Verification
inferredcites →https://doi.org/10.1007/s11219-007-9031-6openalex-snapshot
Using model-checkers to generate and analyze property relevant test-cases
inferredcites →https://doi.org/10.1016/0096-0551(85)90011-6openalex-snapshot
Program testing by specification mutation
inferredcites →https://doi.org/10.1016/0304-3975(82)90125-6openalex-snapshot
Results on the propositional μ-calculus
inferredcites →https://doi.org/10.1016/b978-044450813-3/50026-6openalex-snapshot
Model Checking
inferredcites →https://doi.org/10.1017/cbo9780511809163openalex-snapshot
Introduction to Software Testing
inferredcites →https://doi.org/10.1049/sej.1994.0025openalex-snapshot
Applicability of modified condition/decision coverage to software testing
inferredcites →https://doi.org/10.1108/ir.1999.04926fae.001openalex-snapshot
Lecture Notes in Computer Science 1205
inferredcites →https://doi.org/10.1109/32.588521openalex-snapshot
The model checker SPIN
inferredcites →https://doi.org/10.1109/apsec.2003.1254388openalex-snapshot
Challenging formal specifications by mutation: a CSP security example
inferredcites →https://doi.org/10.1109/ase.2000.873645openalex-snapshot
Model checking programs
inferredcites →https://doi.org/10.1109/ase.2001.989799openalex-snapshot
Monitoring programs using rewriting
inferredcites →https://doi.org/10.1109/ase.2004.1342735openalex-snapshot
Test-suite reduction for model based tests: effects on test quality and implications for testing
inferredcites →https://doi.org/10.1109/c-m.1978.218136openalex-snapshot
Hints on Test Data Selection: Help for the Practicing Programmer
inferredcites →https://doi.org/10.1109/compsac.2005.66openalex-snapshot
Coverage-Directed Test Generation with Model Checkers: Challenges and Opportunities
inferredcites →https://doi.org/10.1109/dac.1995.249985openalex-snapshot
Efficient Generation of Counterexamples and Witnesses in Symbolic Model Checking
inferredcites →https://doi.org/10.1109/dasc.1995openalex-snapshot
Proceedings of 14th Digital Avionics Systems Conference
inferredcites →https://doi.org/10.1109/dasc.2001.964253openalex-snapshot
Winnowing tests: Getting quality coverage from a model checker without quantity
inferredcites →https://doi.org/10.1109/ecbs.2001.922409openalex-snapshot
Coverage based test-case generation using model checkers
inferredcites →https://doi.org/10.1109/hase.1999.809499openalex-snapshot
A specification-based coverage metric to evaluate test sets
inferredcites →https://doi.org/10.1109/hase.2004.1281742openalex-snapshot
Specification test coverage adequacy criteria = specification test generation in adequacy criteria?
inferredcites →https://doi.org/10.1109/hldvt.2002.1224436openalex-snapshot
Automatic functional test program generation for pipelined processors using model checking
inferredcites →https://doi.org/10.1109/iceccs.1999.802856openalex-snapshot
Criteria for generating specification-based tests
inferredcites →https://doi.org/10.1109/iceccs.2000.873943openalex-snapshot
Evaluation of three specification-based testing criteria
inferredcites →https://doi.org/10.1109/icfem.1998.730569openalex-snapshot
Using model checking to generate tests from specifications
inferredcites →https://doi.org/10.1109/icse.2004.1317455openalex-snapshot
Generating tests from counterexamples
inferredcites →https://doi.org/10.1109/icsea.2006.75openalex-snapshot
Using Model-Checkers for Mutation-Based Test-Case Generation, Coverage Analysis and Specification Analysis
inferredcites →https://doi.org/10.1109/icsea.2007.71openalex-snapshot
Test-Case Generation and Coverage Analysis for Nondeterministic Systems Using Model-Checkers
inferredcites →https://doi.org/10.1109/icsm.1999.792604openalex-snapshot
Test case prioritization: an empirical study
inferredcites →https://doi.org/10.1109/issre.2003.1251034openalex-snapshot
Coverage criteria for logical expressions
inferredcites →https://doi.org/10.1109/lics.1990.113766openalex-snapshot
Model-checking for real-time systems
inferredcites →https://doi.org/10.1109/lics.2002.1029814openalex-snapshot
Tree-like counterexamples in model checking
inferredcites →https://doi.org/10.1109/mtv.2006.10openalex-snapshot
Directed Micro-architectural Test Generation for an Industrial Processor: A Case Study
inferredcites →https://doi.org/10.1109/sefm.2004.1347530openalex-snapshot
Generating efficient test sets with a model checker
inferredcites →https://doi.org/10.1109/sew.2003.1270730openalex-snapshot
Generating MC/DC adequate test sequences through model checking
inferredcites →https://doi.org/10.1109/sew.2006.26openalex-snapshot
Pseudo-Exhaustive Testing for Software
inferredcites →https://doi.org/10.1109/taicpart.2007.4344120openalex-snapshot
Mutant Minimization for Model-Checker Based Test-Case Generation
inferredcites →https://doi.org/10.1109/tase.2007.46openalex-snapshot
Specification-based Test Generation and Optimization Using Model Checking
inferredcites →https://doi.org/10.1109/tse.1985.232226openalex-snapshot
Selecting Software Test Data Using Data Flow Information
inferredcites →https://doi.org/10.1137/0107041openalex-snapshot
On a Theory of Boolean Functions
inferredcites →https://doi.org/10.1145/1007512.1007526openalex-snapshot
Test input generation with java PathFinder
inferredcites →https://doi.org/10.1145/1146238.1146243openalex-snapshot
Test input generation for java containers using state matching
inferredcites →https://doi.org/10.1145/1218776.1218787openalex-snapshot
Property relevant software testing with model-checkers
inferredcites →https://doi.org/10.1145/1291535.1291542openalex-snapshot
Using LTL rewriting to improve the performance of model-checker based test-case generation
inferredcites →https://doi.org/10.1145/1291535.1291543openalex-snapshot
Relating counterexamples to test cases in CTL model checking specifications
inferredcites →https://doi.org/10.1145/152388.152391openalex-snapshot
A methodology for controlling the size of a test suite
inferredcites →https://doi.org/10.1145/2455.2460openalex-snapshot
Algebraic laws for nondeterminism and concurrency
inferredcites →https://doi.org/10.1145/318593.318622openalex-snapshot
Checking that finite state concurrent programs satisfy their linear specification
inferredcites →https://doi.org/10.1145/343369.343384openalex-snapshot
Sequential abstract-state machines capture sequential algorithms
inferredcites →https://doi.org/10.1145/567067.567080openalex-snapshot
Automatic verification of finite state concurrent system using temporal logic specifications
inferredcites →https://doi.org/10.1145/800070.802190openalex-snapshot
Decision procedures and expressiveness in the temporal logic of branching time
inferredcites →https://doi.org/10.3217/jucs-007-11-1050openalex-snapshot
ASM-Based Testing: Coverage Criteria and Automatic Test Sequence

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Automatic test case generation from Simulink/Stateflow models using model checking
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Applying formal methods to PCEP: an industrial case study from modeling to test generation
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Automated Game Testing With Online Search Agent and Model Construction, a Study
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Component‐based specification, design and verification of adaptive systems
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Software Testing
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Model-Based Verification and Testing Methodology for Safety-Critical Airborne Systems
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Mutation Testing with Hyperproperties
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Testing Robots Using CSP
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From Formal Test Objectives to TTCN-3 for Verifying ETCS Complex Software Control Systems
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The ASMETA Approach to Safety Assurance of Software Systems
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Automatic Test Generation with ASMETA for the Mechanical Ventilator Milano Controller
inferred← citeshttps://doi.org/10.1007/978-3-031-38828-6_8openalex-snapshot
Symbolic Observation Graph-Based Generation of Test Paths
inferred← citeshttps://doi.org/10.1007/978-3-031-40436-8_10openalex-snapshot
Towards Efficient Data-Flow Test Data Generation
inferred← citeshttps://doi.org/10.1007/978-3-031-43681-9_5openalex-snapshot
Configurable Model-Based Test Generation for Distributed Controllers Using Declarative Model Queries and Model Checkers
inferred← citeshttps://doi.org/10.1007/978-3-031-52183-6_2openalex-snapshot
Model-Based Testing of Asynchronously Communicating Distributed Controllers
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Testing the Migration from Analog to Software-Based Railway Interlocking Systems
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Model-Based Testing of Railway Interlocking Systems
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Advances in Automatic Software Testing: Test-Comp 2025
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Mode-Based Reactive Synthesis
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Test Case Generation from Graph Transformation Systems Using Deep Reinforcement Learning
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Testing in Formal Verification via Witness Generation (Empirical Evaluation)
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Evaluating Tools for Automatic Software Testing (Report on Test-Comp 2026)
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An Abstraction Technique for Testing Decomposable Systems by Model Checking
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Exercising Java Exceptions Using Java Pathfinder and Program Instrumentation
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Test Specification Patterns for Automatic Generation of Test Sequences
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Case Study: Automatic Test Case Generation for a Secure Cache Implementation
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High Level Model Checker Based Testing of Electronic Contracts
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Multiple Mutation Testing from FSM
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Assisted Coverage Closure
inferred← citeshttps://doi.org/10.1007/978-3-319-46750-4_10openalex-snapshot
Towards MC/DC Coverage of Properties Specification Patterns
inferred← citeshttps://doi.org/10.1007/978-3-319-47443-4_10openalex-snapshot
Mutation-Based Test Generation for PLC Embedded Software Using Model Checking
inferred← citeshttps://doi.org/10.1007/978-3-319-47443-4_4openalex-snapshot
Risk-Based Interoperability Testing Using Reinforcement Learning
inferred← citeshttps://doi.org/10.1007/978-3-319-62407-5_11openalex-snapshot
Test Case/Step Minimization for Visual Programming Language Models and Its Application to Space Systems
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Designing Reliable Cyber-Physical Systems
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Complementary Criteria for Testing Temporal Logic Properties
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Security Mutants for Property-Based Testing
inferred← citeshttps://doi.org/10.1007/978-3-642-24485-8_31openalex-snapshot
Model-Based Coverage-Driven Test Suite Generation for Software Product Lines
inferred← citeshttps://doi.org/10.1007/978-3-642-25658-5_43openalex-snapshot
Regression Testing of Bug-Fixes with AI Techniques
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From Model-Checking to Automated Testing of Security Protocols: Bridging the Gap
inferred← citeshttps://doi.org/10.1007/978-3-642-30473-6_7openalex-snapshot
Incremental Model-Based Testing of Delta-Oriented Software Product Lines
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Automatic Conformance Testing of Optimized Triple Graph Grammar Implementations
inferred← citeshttps://doi.org/10.1007/978-3-642-38916-0_1openalex-snapshot
Incremental Refinement Checking for Test Case Generation
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Time for Mutants — Model-Based Mutation Testing with Timed Automata
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Generating Test Suites with Augmented Dynamic Symbolic Execution
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Using Logic Coverage to Improve Testing Function Block Diagrams
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Chaining Test Cases for Reactive System Testing
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Combined Model Checking and Testing Create Confidence—A Case on Commercial Automotive Operating System
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Using the Rodin Platform as a Programming Tool
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Lower bounds on lengths of checking sequences
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Incremental bounded model checking for embedded software
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Incremental test case generation using bounded model checking: an application to automatic rating
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Automated test generation using model checking: an industrial evaluation
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Generating test case chains for reactive systems
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Advances in test generation for testing software and systems
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Validation of the Hybrid ERTMS/ETCS Level 3 using Spin
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Cooperative verifier-based testing with CoVeriTest
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Testing concurrent user behavior of synchronous web applications with Petri nets
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Mixed-semantics composition of statecharts for the component-based design of reactive systems
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Model-based ideal testing of hardware description language (HDL) programs
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State space-based methods for validating model transformations in model checkers
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MoTDeReL: Model-based testing through deep reinforcement learning for software systems specified through graph transformation
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Synthesizing adaptive test strategies from temporal logic specifications
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Enhancing structural software coverage by incrementally computing branch executability
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Model-based testing for software safety: a systematic mapping study
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Whole test suite generation from graph transformation specifications using ant colony optimization
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Integration test generation for state-based components in the Gamma framework
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The role of model checking in software engineering
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Generating test case specifications of web service composition using model checking
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Using search-based techniques for testing executable software models specified through graph transformations
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A Research Overview of Tool-Supported Model-based Testing of Requirements-based Designs
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Recent Advances in Model-Based Testing
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Integrating model checking and model based testing for industrial software development
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Test Data Generation for Cyclic Executives with CBMC and Frama-C: A Case Study
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Model checking intelligent avionics systems for test cases generation using multi-agent systems
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State of the art: Dynamic symbolic execution for automated test generation
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Formal verification for event stream processing: Model checking of BeepBeep stream processing pipelines
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Formal mutation testing for
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Test generation from P systems using model checking
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Delta-oriented model-based integration testing of large-scale systems
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Temporal algebraic query of test sequences
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EvoMBT: Evolutionary model based testing
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Model-based testing of asynchronously communicating distributed controllers using validated mappings to formal representations
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UA2TPG: An untestability analyzer and test pattern generator for SEUs in the configuration memory of SRAM-based FPGAs
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Survey of Model-Based Security Testing Approaches in the Automotive Domain
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Formal approaches to SEU testing in FPGAs
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Conformance Testing for OSEK/VDX Operating System Using Model Checking
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BMuzz: Combining Bounded Model Checking and Fuzzing to Enhance Code Coverage
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On Model Checker Based Testing of Electronic Contracting Systems
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Model Based Testing of VHDL Programs
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Automatic Test Cases Generation for C Written Programs Using Model Checking
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Model inference and security testing in the spacios project
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Rethinking Blockchain Security: Position Paper
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Automating Testing of Visual Observed Concurrency
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Automatic test case generation for PLC programs using coverage metrics
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Designing reliable cyber-physical systems overview associated to the special session at FDL'16
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Synthesizing adaptive test strategies from temporal logic specifications
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From formal specifications to efficient test scenarios generation
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A model guided security vulnerability discovery approach for network protocol implementation
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RPRA: A novel approach to mastering geospatial web service testing complexity
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An Evaluation of Model Checkers for Specification Based Test Case Generation
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A Counter-Example Testing Approach for Orchestrated Services
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Formal Model-Based Test for AUTOSAR Multicore RTOS
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Scaling Model Checking for Test Generation Using Dynamic Inference
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LBTest: A Learning-Based Testing Tool for Reactive Systems
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How Well are Your Requirements Tested?
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NuSeen: A Tool Framework for the NuSMV Model Checker
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Protocol Security Testing with SPIN and TTCN-3
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Towards Search-Based Testing for Event-B Models
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TripleT: Improving Test Responsiveness for High Performance Embedded Systems
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On Studying the Effectiveness of Extended Finite State Machine Based Test Selection Criteria
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Towards a Test Automation Improvement Model (TAIM)
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Test Automation - Automation of What?
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Automatic Refinement of ASM Abstract Test Cases
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Model-Based Testing for MAPE-K adaptation control loops
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AQAT: The Architecture Quality Assurance Tool for Critical Embedded Systems
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Temporal logic for finding undesired behaviors of autonomous vehicles in a state space explored by dynamic analysis
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Experiments on the test case length in specification based test case generation
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A semi-automated approach to validate ontology mappings
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Increasing Diversity in Coverage Test Suites Using Model Checking
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The IntiSa Approach: Test Input Data Generation for Non-primitive Data Types by Means of SMT Solver Based Bounded Model Checking
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Redefinition of Fault Classes in Logic Expressions
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Automatic Test Set Generation for Function Block Based Systems Using Model Checking
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Automata Based Test Generation with SpecPro
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Estimating the Cost and Benefit of Model-Based Testing: A Decision Support Procedure for the Application of Model-Based Testing in Industry
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Cheap and Small Counterexamples
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Semi-Automatic Security Testing of Web Applications from a Secure Model
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Towards Test Case Generation for Synthesizable VHDL Programs Using Model Checker
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Modeling and cross-domain dependability analysis of cyber-physical systems
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An Evaluation of Specification Based Test Generation Techniques Using Model Checkers
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MCXplore: Automating the Validation Process of DRAM Memory Controller Designs
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Production Monitoring to Improve Test Suites
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Bidirectional Symbolic Analysis for Effective Branch Testing
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Decomposition-Based Approach for Model-Based Test Generation
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A Survey on Data-Flow Testing
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From Statecharts into Model Checking
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Towards the Formal Verification of SysML v2 Models
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A Latent Implementation Error Detection Method for Software Validation
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Test Purpose Oriented I/O Conformance Test Selection with Colored Petri Nets
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Especificação e verificação formal de requisitos para sistemas de tráfego aéreo.
inferred← citeshttps://doi.org/10.11606/d.45.2010.tde-29092010-191938openalex-snapshot
Ambiente integrado para verificação e teste da coordenação de componentes tolerantes a falhas
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Automatic generation of configurable test-suites for software product lines
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Task-based Automated Test Case Generation for Human-machine Interaction
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Modeling and verification of contingency resolution strategies for multi-robot missions using temporal logic
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Defining and Characterizing Methods, Tools, and Computing Resources to Support Pseudo Exhaustive Testability of Software Based I&C Devices
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Verifying Real-Time Embedded Software by Means of Automated State-based Online Testing and the SPIN Model Checker—Application to RTEdge Models
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Verification and testing of safety-critical airborne systems: A model-based methodology
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Test Scenario Generation using Model Checking
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Trusting Outsourced Components In Flight Critical Systems
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Integration Test Generation and Formal Verification for Distributed Controllers
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Explicit State Model Checking Effects on Learning-Based Testing
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Extended Covering Arrays for Sequence Coverage
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Ontology Mapping Validation
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Ontology Mapping Validation
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UML-Checker: An Approach for Verifying UML Behavioral Diagrams
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A Review on Structural Equation Modeling and Its Classification
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Strengthening fonctional validation of critical system by using Model Checking : application to Instrumentation and control systems in nuclear power plants
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Cross-fertilizing formal approaches for protocol conformance and performance testing
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