ICST 2025
Mon 31 March - Fri 4 April 2025 Naples, Italy

The 21th Workshop on Advances in Model Based Testing (A-MOST 2025), co-located with the 18th IEEE International Conference on Software Testing, Verification and Validation (ICST 2025), will be a physical event and will take place in March/April 2025.

Topics of interest

The increasing complexity, criticality and pervasiveness of software results in new challenges for testing. Model Based Testing (MBT) continues to be an important research area, where new approaches, methods and tools make MBT techniques (for automatic test case generation) more deployable and useful for industry than ever. Following the success of previous editions, the goal of the A-MOST workshop is to bring researchers and practitioners together to discuss state of the art, practice and future prospects in MBT. Topics and sub-topics (not exhaustive):

MODELS

  • Models for component, integration and system testing
  • Product-line models
  • (Hybrid) embedded system models
  • Systems-of-systems models
  • Architectural models
  • Models for orchestration and choreography of services
  • Executable models, simulation and model transformations
  • Environment and use models
  • Models with non-functional properties
  • Models for variant-rich and highly configurable systems
  • Machine-learning based models

PROCESSES, METHODS AND TOOLS

  • Model-based test generation algorithms
  • Application of model checking techniques to MBT
  • Symbolic execution-based techniques
  • Tracing from requirements models to test models
  • Performance and predictability of MBT
  • Test model evolution during the software life-cycle
  • Risk-based approaches for MBT
  • Generation of testing infrastructures from models
  • Combinatorial approaches for MBT
  • Statistical testing
  • MBT of non-functional properties
  • Derivation of test models by reverse engineering and machine learning

EXPERIENCES AND EVALUATION

  • Estimating dependability (e.g., security, safety, reliability) using MBT
  • Coverage metrics and measurements for structural and (non-)functional models
  • Cost of testing, economic impact of MBT
  • Empirical validation, experiences, industrial case studies using MBT

NOVEL APPLICATIONS

  • The role of MBT in automata learning (model inference, model mining)
  • Generating training data for machine learning
  • Model-based security testing
  • MBT using statistical model checking
Plenary
Hide plenary sessions

This program is tentative and subject to change.

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Mon 31 Mar

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08:00 - 09:00
RegistrationSocial at Building Hall
08:00
60m
Registration
Registration
Social

09:00 - 09:10
OpeningA-MOST at Room A
09:00
10m
Day opening
Opening
A-MOST

09:10 - 10:30
KeynoteA-MOST at Room A
09:10
80m
Keynote
What is the Best Model? - A Discourse on Modeling Paradigms Used in Model-based Testing
A-MOST
Franz Wotawa Graz University of Technology
10:30 - 11:00
10:30
30m
Coffee break
Break
Social

11:00 - 12:20
Coverage and Path-Based TestingA-MOST at Room A
11:00
30m
Talk
Novel Algorithm to Solve the Constrained Path-based Testing Problem
A-MOST
Matej Klima Czech Technical University in Prague, Miroslav Bures Czech Technical University, Czechia, Marek Miltner Stanford University, Chad Zanocco Stanford University, Gordon Fraser University of Passau, Sebastian Schweikl University of Passau, Patric Feldmeier University of Passau
11:30
30m
Talk
CPT Manager: An Open Environment for Constrained Path-based Testing
A-MOST
Matej Klima Czech Technical University in Prague, Miroslav Bures Czech Technical University, Czechia, Daniel Holotik Czech Technical University in Prague, Maximilian Herczeg Czech Technical University in Prague, Marek Miltner Stanford University, Chad Zanocco Stanford University
12:00
30m
Talk
Towards Improving Automated Testing with GraphWalker
A-MOST
Yavuz Koroglu Graz University of Technology, Mutlu Beyazıt University of Antwerp and Flanders Make vzw, Onur Kilincceker University of Antwerp and Flanders Make vzw, Serge Demeyer University of Antwerp and Flanders Make vzw, Franz Wotawa Technische Universitaet Graz
12:30 - 14:00
LunchSocial at Room A3
12:30
90m
Lunch
Lunch
Social

14:00 - 15:30
Model and Machine LearningA-MOST at Room A
14:00
30m
Talk
Automata Learning for React Web Applications
A-MOST
Peter Grubelnik Technische Universitaet Graz, Franz Wotawa Technische Universitaet Graz
14:30
30m
Talk
Mutating Skeletons - Learning Timed Automata via Domain Knowledge
A-MOST
Felix Wallner Graz University of Technology, Institute of Software Technology, Bernhard Aichernig Graz University of Technology, Florian Lorber Silicon Austria Labs, Martin Tappler TU Wien, Austria
15:00
30m
Talk
SelfBehave, Generating a Synthetic Behaviour-Driven Development Dataset Using SELF-INSTRUCT
A-MOST
Manon Galloy NADI, University of Namur, Martin Balfroid NADI, University of Namur, Benoît Vanderose University of Namur, Xavier Devroey University of Namur
Pre-print
15:30 - 16:00
15:30
30m
Coffee break
Break
Social

16:00 - 17:30
AI and TestingA-MOST at Room A
16:00
30m
Talk
Model-based Testing Computer Games: Does It Work?
A-MOST
Wishnu Prasetya Utrecht University
Pre-print
16:30
60m
Panel
Discussion on AI and Testing
A-MOST

Call for Papers

We invite submissions of full-length papers that describe new research, tools, technologies, and industry experience, as well as position papers and journal first papers.

Full and Short Papers

Papers should not exceed 8 pages for full papers or 4 pages for short experience and position papers, excluding references - but it is not a strict limit, if you need more space contact the chairs. Each submitted paper must conform to the IEEE two-column publication format. Papers will be reviewed by at least three members from the program committee. Accepted papers will be published in the IEEE Digital Library.

Journal First

The aim of journal-first papers in category is to further enrich the program of A-MOST, as well as to provide an overall more flexible path to publication and dissemination of original research in model-based testing. The published journal paper must adhere to the following three criteria:

  • It should be clearly within the scope of the workshop.
  • It should be recent: it should have been accepted and made publicly available in a journal (online or in print) by 1 January 2019 or more recently.
  • It has not been presented at, and is not under consideration for, journal-first tracks of other conferences or workshops.

The 2-page submission should provide a concise summary of the published journal paper.

Journal-first submissions must be marked as such in the submission’s title, and must explicitly include full bibliographic details (including a DOI) of the journal publication they are based on. Submissions will be judged on the basis of the above criteria, but also considering how well they would complement the workshop’s technical program.

Submission site

https://easychair.org/conferences/?conf=ieeeicst25workshops

We are delighted to announce that the A-MOST 2025 keynote will be given by Franz Wotawa on

What is the Best Model? - A Discourse on Modeling Paradigms Used in Model-based Testing

Biography of the Keynote Speaker

Franz Wotawa received an M.Sc. in Computer Science (1994) and a Ph.D. in 1996, both from the Vienna University of Technology. He is currently a professor of software engineering at the Graz University of Technology and the head of the Institute of Software Engineering and Artificial Intelligence. His research interests include model-based and qualitative reasoning, theorem proving, mobile robots, verification and validation, and software testing and debugging. Franz Wotawa is the author and co-author of more than 470 peer-reviewed papers for journals, books, conferences, and workshops during his career. He supervised 107 master’s and 43 Ph.D. students. He is a member of the Academia Europaea, the IEEE Computer Society, ACM, the Austrian Computer Society (OCG), the Austrian Society for Artificial Intelligence, and a Senior Member of the AAAI.

Portrait of Franz Wotawa

Questions? Use the A-MOST contact form.
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