Taming Reachability Analysis of DNN-Controlled Systems via Abstraction-Based Training

Jiaxu Tian, Dapeng Zhi, Si Liu 0003, Peixin Wang, Guy Katz, Min Zhang 0002. Taming Reachability Analysis of DNN-Controlled Systems via Abstraction-Based Training. In Rayna Dimitrova, Ori Lahav 0001, Sebastian Wolff 0001, editors, Verification, Model Checking, and Abstract Interpretation - 25th International Conference, VMCAI 2024, London, United Kingdom, January 15-16, 2024, Proceedings, Part II. Volume 14500 of Lecture Notes in Computer Science, pages 73-97, Springer, 2024. [doi]

@inproceedings{TianZLWKZ24,
  title = {Taming Reachability Analysis of DNN-Controlled Systems via Abstraction-Based Training},
  author = {Jiaxu Tian and Dapeng Zhi and Si Liu 0003 and Peixin Wang and Guy Katz and Min Zhang 0002},
  year = {2024},
  doi = {10.1007/978-3-031-50521-8_4},
  url = {https://doi.org/10.1007/978-3-031-50521-8_4},
  researchr = {https://researchr.org/publication/TianZLWKZ24},
  cites = {0},
  citedby = {0},
  pages = {73-97},
  booktitle = {Verification, Model Checking, and Abstract Interpretation - 25th International Conference, VMCAI 2024, London, United Kingdom, January 15-16, 2024, Proceedings, Part II},
  editor = {Rayna Dimitrova and Ori Lahav 0001 and Sebastian Wolff 0001},
  volume = {14500},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-50521-8},
}