NEURODIFF: Scalable Differential Verification of Neural Networks using Fine-Grained Approximation

Brandon Paulsen, Jingbo Wang, Jiawei Wang, Chao Wang. NEURODIFF: Scalable Differential Verification of Neural Networks using Fine-Grained Approximation. In 35th IEEE/ACM International Conference on Automated Software Engineering, ASE 2020, Melbourne, Australia, September 21-25, 2020. pages 784-796, IEEE, 2020. [doi]

@inproceedings{PaulsenWWW20,
  title = {NEURODIFF: Scalable Differential Verification of Neural Networks using Fine-Grained Approximation},
  author = {Brandon Paulsen and Jingbo Wang and Jiawei Wang and Chao Wang},
  year = {2020},
  url = {https://ieeexplore.ieee.org/document/9286034},
  researchr = {https://researchr.org/publication/PaulsenWWW20},
  cites = {0},
  citedby = {0},
  pages = {784-796},
  booktitle = {35th IEEE/ACM International Conference on Automated Software Engineering, ASE 2020, Melbourne, Australia, September 21-25, 2020},
  publisher = {IEEE},
  isbn = {978-1-4503-6768-4},
}