Revealing Backdoors, Post-Training, in DNN Classifiers via Novel Inference on Optimized Perturbations Inducing Group Misclassification

Zhen Xiang, David J. Miller 0001, George Kesidis. Revealing Backdoors, Post-Training, in DNN Classifiers via Novel Inference on Optimized Perturbations Inducing Group Misclassification. In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020. pages 3827-3831, IEEE, 2020. [doi]

@inproceedings{XiangMK20,
  title = {Revealing Backdoors, Post-Training, in DNN Classifiers via Novel Inference on Optimized Perturbations Inducing Group Misclassification},
  author = {Zhen Xiang and David J. Miller 0001 and George Kesidis},
  year = {2020},
  doi = {10.1109/ICASSP40776.2020.9054581},
  url = {https://doi.org/10.1109/ICASSP40776.2020.9054581},
  researchr = {https://researchr.org/publication/XiangMK20},
  cites = {0},
  citedby = {0},
  pages = {3827-3831},
  booktitle = {2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020},
  publisher = {IEEE},
  isbn = {978-1-5090-6631-5},
}