Adversarial Preprocessing: Understanding and Preventing Image-Scaling Attacks in Machine Learning

Erwin Quiring, David Klein, Daniel Arp, Martin Johns, Konrad Rieck. Adversarial Preprocessing: Understanding and Preventing Image-Scaling Attacks in Machine Learning. In Srdjan Capkun, Franziska Roesner, editors, 29th USENIX Security Symposium, USENIX Security 2020, August 12-14, 2020. pages 1363-1380, USENIX Association, 2020. [doi]

@inproceedings{QuiringKAJR20,
  title = {Adversarial Preprocessing: Understanding and Preventing Image-Scaling Attacks in Machine Learning},
  author = {Erwin Quiring and David Klein and Daniel Arp and Martin Johns and Konrad Rieck},
  year = {2020},
  url = {https://www.usenix.org/conference/usenixsecurity20/presentation/quiring},
  researchr = {https://researchr.org/publication/QuiringKAJR20},
  cites = {0},
  citedby = {0},
  pages = {1363-1380},
  booktitle = {29th USENIX Security Symposium, USENIX Security 2020, August 12-14, 2020},
  editor = {Srdjan Capkun and Franziska Roesner},
  publisher = {USENIX Association},
  isbn = {978-1-939133-17-5},
}