Anna Lukina
Henzinger_Thomas Group
4 Publications
2023 | Published | Journal Article | IST-REx-ID: 13234 | 
Kueffner K, Lukina A, Schilling C, Henzinger TA. 2023. Into the unknown: Active monitoring of neural networks (extended version). International Journal on Software Tools for Technology Transfer. 25, 575–592.
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2021 | Published | Conference Paper | IST-REx-ID: 10206 |
Lukina A, Schilling C, Henzinger TA. 2021. Into the unknown: active monitoring of neural networks. 21st International Conference on Runtime Verification. RV: Runtime Verification, LNCS, vol. 12974, 42–61.
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2020 | Published | Conference Paper | IST-REx-ID: 9040 |
Alamdari PA, Avni G, Henzinger TA, Lukina A. 2020. Formal methods with a touch of magic. Proceedings of the 20th Conference on Formal Methods in Computer-Aided Design. FMCAD: Formal Methods in Computer-Aided Design, 138–147.
[Published Version]
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2020 | Published | Conference Paper | IST-REx-ID: 7505 |
Henzinger TA, Lukina A, Schilling C. 2020. Outside the box: Abstraction-based monitoring of neural networks. 24th European Conference on Artificial Intelligence. ECAI: European Conference on Artificial Intelligence, Frontiers in Artificial Intelligence and Applications, vol. 325, 2433–2440.
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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 TA. 2023. Into the unknown: Active monitoring of neural networks (extended version). International Journal on Software Tools for Technology Transfer. 25, 575–592.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10206 |
Lukina A, Schilling C, Henzinger TA. 2021. Into the unknown: active monitoring of neural networks. 21st International Conference on Runtime Verification. RV: Runtime Verification, LNCS, vol. 12974, 42–61.
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 9040 |
Alamdari PA, Avni G, Henzinger TA, Lukina A. 2020. Formal methods with a touch of magic. Proceedings of the 20th Conference on Formal Methods in Computer-Aided Design. FMCAD: Formal Methods in Computer-Aided Design, 138–147.
[Published Version]
View
| Files available
| DOI
2020 | Published | Conference Paper | IST-REx-ID: 7505 |
Henzinger TA, Lukina A, Schilling C. 2020. Outside the box: Abstraction-based monitoring of neural networks. 24th European Conference on Artificial Intelligence. ECAI: European Conference on Artificial Intelligence, Frontiers in Artificial Intelligence and Applications, vol. 325, 2433–2440.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv