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Martin Tappler

Dipl.-Ing., BSc

20162022
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Research Output 2016 2019

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Conference contribution
Conference contribution

Automata Learning for Symbolic Execution

Aichernig, B., Bloem, R., Ebrahimi, M., Tappler, M. & Winter, J., 2018, 2018 Formal Methods in Computer Aided Design, FMCAD 2018, Austin, TX, USA, October 30 - November 2, 2018. Bjørner, N. & Gurfinkel, A. (eds.). IEEE CS, p. 130 - 138 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Testing

Conformance Checking of Real-Time Models - Symbolic Execution vs. Bounded Model Checking

Aichernig, B. K., Lorber, F. & Tappler, M., 2016, Theory and Practice of Formal Methods - Essays Dedicated to Frank de Boer on the Occasion of His 60th Birthday. Springer, Vol. 9660. p. 15-32 18 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

L*-Based Learning of Markov Decision Processes

Tappler, M., Aichernig, B., Bacci, G., Eichlseder, M. & Larsen, K. G., 2019, Formal Methods - The Next 30 Years . ter Beek, M. H., McIver, A. & Oliveria, J. N. (eds.). Cham: Springer, p. 651 - 669 19 p. (Lecture Notes in Computer Science; vol. 11800).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning algorithms
Sampling
Formal languages
Model structures
Testing

Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning

Aichernig, B. K., Bloem, R., Ebrahimi, M., Horn, M., Pernkopf, F., Roth, W., Rupp, A., Tappler, M. & Tranninger, M., 2019, Testing Software and Systems: 31st IFIP WG 6.1 International Conference, ICTSS 2019, Paris, France, October 15–17, 2019, Proceedings. Gaston, C., Kosmatov, N. & Le Gall, P. (eds.). Cham: Springer International Publishing AG , p. 3-21 19 p. (Lecture Notes in Computer Science; vol. 11812).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Hybrid systems
Learning systems
Testing
Recurrent neural networks

Learning from Faults: Mutation Testing in Active Automata Learning

Aichernig, B. K. & Tappler, M., 2017, NASA Formal Methods - 9th International Symposium. Springer International Publishing AG , p. 19-34 16 p. (Lecture Notes in Computer Science; vol. 10227).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning Models of a Network Protocol using Neural Network Language Models

Aichernig, B., Bloem, R., Pernkopf, F., Röck, F., Schrank, T. & Tappler, M., 2016, IEEE Symposium on Security and Privacy, SP 2016, San Jose, CA, USA, May 22-26, 2016.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Model-Based Testing IoT Communication via Active Automata Learning

Tappler, M., Aichernig, B. K. & Bloem, R., 2017, 2017 IEEE International Conference on Software Testing, Verification and Validation (ICST). p. 276-287 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Communication
Testing
Specifications
Servers
Network protocols

Probabilistic Black-Box Reachability Checking

Aichernig, B. & Tappler, M., Sep 2017, Runtime Verification, 17th International Conference. Springer International Publishing AG , p. 50-67 18 p. (Lecture Notes in Computer Science; vol. 10548).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Symbolic Input-Output Conformance Checking for Model-Based Mutation Testing

Aichernig, B. K. & Tappler, M., 2016, The 1st workshop on Uses of Symbolic Execution (USE), Oslo, Norway, 23-25 June 2015. Proceedings. p. 3-19 17 p. (Electronic Notes in Theoretical Computer Science; vol. 320).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Time to Learn - Learning Timed Automata from Tests

Tappler, M., Aichernig, B., Larsen, K. G. & Lorber, F., 2019, Formal Modeling and Analysis of Timed Systems - 17th International Conference, FORMATS 2019, Amsterdam, The Netherlands, August 27-29, 2019, Proceedings. Springer, p. 216 - 235 20 p. (Lecture Notes in Computer Science; vol. 11750).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review