We research cyber security and teach future’s experts
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Tools at the Frontiers of Quantitative Verification
Andriushchenko R., Bork A., Budde C., Češka M., Grover K., Hahn E., Hartmanns A., Israelsen B., Jansen N., Jeppson J., Junges S., Köhl M., Könighofer B., Křetínský J., Meggendorfer T., Parker D., Pranger S., Quatmann T., Ruijters E., Taylor L., Volk M., Weininger M., Zhang Z.
TOOLympics Challenge 2023 - Updates, Results, Successes of the Formal-Methods Competitions, 30th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, 90–146, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14550 LNCS)
Shields for Safe Reinforcement Learning
Könighofer B., Bloem R., Jansen N., Junges S., Pranger S.
Communications of the ACM
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning
Pranger S., Chockler H., Tappler M., Könighofer B.
Conference on Neural Information Processing Systems (NeurIPS), 38th Annual Conference on Neural Information Processing Systems, NeurIPS 2024
Automata Learning meets Shielding
Tappler M., Pranger S., Könighofer B., Muskardin E., Bloem R., Larsen K.
Leveraging Applications of Formal Methods, Verification and Validation. Verification Principles - 11th International Symposium, ISoLA 2022, Proceedings, ISOLA 2022, 335-359, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13701 LNCS)
Adaptive Shielding under Uncertainty.
Pranger S., Könighofer B., Tappler M., Deixelberger M., Jansen N., Bloem R.
2021 American Control Conference, ACC 2021, 2021 American Control Conference, 3467-3474, (Proceedings of the American Control Conference; vol. 2021-May)
TEMPEST - Synthesis Tool for Reactive Systems and Shields in Probabilistic Environments
Pranger S., Könighofer B., Posch L., Bloem R.
Automated Technology for Verification and Analysis - 19th International Symposium, ATVA 2021, Proceedings, 19th International Symposium on Automated Technology for Verification and Analysis , 222-228, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12971 LNCS)
Run-Time Optimization for Learned Controllers Through Quantitative Games
Avni G., Bloem R., Chatterjee K., Henzinger T., Könighofer B., Pranger S.
Computer Aided Verification (CAV), 31st International Conference on Computer Aided Verification, 630-649, ( Lecture Notes in Computer Science; vol. 11561)