Anna Lukina
Henzinger_Thomas Group
4 Publications
2023 | Published | Journal Article | IST-REx-ID: 13234 | 
Kueffner, K., Lukina, A., Schilling, C., & Henzinger, T. A. (2023). Into the unknown: Active monitoring of neural networks (extended version). International Journal on Software Tools for Technology Transfer. Springer Nature. https://doi.org/10.1007/s10009-023-00711-4
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2021 | Published | Conference Paper | IST-REx-ID: 10206 |
Lukina, A., Schilling, C., & Henzinger, T. A. (2021). Into the unknown: active monitoring of neural networks. In 21st International Conference on Runtime Verification (Vol. 12974, pp. 42–61). Cham: Springer Nature. https://doi.org/10.1007/978-3-030-88494-9_3
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| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 9040 |
Alamdari, P. A., Avni, G., Henzinger, T. A., & Lukina, A. (2020). Formal methods with a touch of magic. In Proceedings of the 20th Conference on Formal Methods in Computer-Aided Design (pp. 138–147). Online Conference: TU Wien Academic Press. https://doi.org/10.34727/2020/isbn.978-3-85448-042-6_21
[Published Version]
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2020 | Published | Conference Paper | IST-REx-ID: 7505 |
Henzinger, T. A., Lukina, A., & Schilling, C. (2020). Outside the box: Abstraction-based monitoring of neural networks. In 24th European Conference on Artificial Intelligence (Vol. 325, pp. 2433–2440). Santiago de Compostela, Spain: IOS Press. https://doi.org/10.3233/FAIA200375
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1 Grants
Design of Autonomous Cyber-Physical System with Learning and Complex Problem-Solving Capacities
2021-01-12 – 2021-05-31
Simons_Foundation
4 Publications
2023 | Published | Journal Article | IST-REx-ID: 13234 |
Kueffner, K., Lukina, A., Schilling, C., & Henzinger, T. A. (2023). Into the unknown: Active monitoring of neural networks (extended version). International Journal on Software Tools for Technology Transfer. Springer Nature. https://doi.org/10.1007/s10009-023-00711-4
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10206 |
Lukina, A., Schilling, C., & Henzinger, T. A. (2021). Into the unknown: active monitoring of neural networks. In 21st International Conference on Runtime Verification (Vol. 12974, pp. 42–61). Cham: Springer Nature. https://doi.org/10.1007/978-3-030-88494-9_3
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 9040 |
Alamdari, P. A., Avni, G., Henzinger, T. A., & Lukina, A. (2020). Formal methods with a touch of magic. In Proceedings of the 20th Conference on Formal Methods in Computer-Aided Design (pp. 138–147). Online Conference: TU Wien Academic Press. https://doi.org/10.34727/2020/isbn.978-3-85448-042-6_21
[Published Version]
View
| Files available
| DOI
2020 | Published | Conference Paper | IST-REx-ID: 7505 |
Henzinger, T. A., Lukina, A., & Schilling, C. (2020). Outside the box: Abstraction-based monitoring of neural networks. In 24th European Conference on Artificial Intelligence (Vol. 325, pp. 2433–2440). Santiago de Compostela, Spain: IOS Press. https://doi.org/10.3233/FAIA200375
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv