Robustness Evaluation of Deep Learning Models Based on Local Prediction Consistency

Ziqiang Shi, Chaoliang Zhong, Yasuto Yokota, Wensheng Xia, Jun Sun. Robustness Evaluation of Deep Learning Models Based on Local Prediction Consistency. In M. Arif Wani, Taghi M. Khoshgoftaar, Dingding Wang 0001, Huanjing Wang, Naeem Seliya, editors, 18th IEEE International Conference On Machine Learning And Applications, ICMLA 2019, Boca Raton, FL, USA, December 16-19, 2019. pages 1376-1381, IEEE, 2019. [doi]

@inproceedings{ShiZYXS19,
  title = {Robustness Evaluation of Deep Learning Models Based on Local Prediction Consistency},
  author = {Ziqiang Shi and Chaoliang Zhong and Yasuto Yokota and Wensheng Xia and Jun Sun},
  year = {2019},
  doi = {10.1109/ICMLA.2019.00224},
  url = {https://doi.org/10.1109/ICMLA.2019.00224},
  researchr = {https://researchr.org/publication/ShiZYXS19},
  cites = {0},
  citedby = {0},
  pages = {1376-1381},
  booktitle = {18th IEEE International Conference On Machine Learning And Applications, ICMLA 2019, Boca Raton, FL, USA, December 16-19, 2019},
  editor = {M. Arif Wani and Taghi M. Khoshgoftaar and Dingding Wang 0001 and Huanjing Wang and Naeem Seliya},
  publisher = {IEEE},
  isbn = {978-1-7281-4550-1},
}