Neural Network Guided Evolutionary Fuzzing for Finding Traffic Violations of Autonomous Vehicles

Ziyuan Zhong, Gail E. Kaiser, Baishakhi Ray. Neural Network Guided Evolutionary Fuzzing for Finding Traffic Violations of Autonomous Vehicles. IEEE Trans. Software Eng., 49(4):1860-1875, April 2023. [doi]

@article{ZhongKR23,
  title = {Neural Network Guided Evolutionary Fuzzing for Finding Traffic Violations of Autonomous Vehicles},
  author = {Ziyuan Zhong and Gail E. Kaiser and Baishakhi Ray},
  year = {2023},
  month = {April},
  doi = {10.1109/TSE.2022.3195640},
  url = {https://doi.org/10.1109/TSE.2022.3195640},
  researchr = {https://researchr.org/publication/ZhongKR23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Software Eng.},
  volume = {49},
  number = {4},
  pages = {1860-1875},
}