AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples

Antonio Emanuele Cinà, Jérôme Rony, Maura Pintor, Luca Demetrio, Ambra Demontis, Battista Biggio, Ismail Ben Ayed, Fabio Roli. AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples. In Toby Walsh, Julie Shah, Zico Kolter, editors, AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA. pages 2600-2608, AAAI Press, 2025. [doi]

@inproceedings{CinaRPDDBAR25,
  title = {AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples},
  author = {Antonio Emanuele Cinà and Jérôme Rony and Maura Pintor and Luca Demetrio and Ambra Demontis and Battista Biggio and Ismail Ben Ayed and Fabio Roli},
  year = {2025},
  doi = {10.1609/aaai.v39i3.32263},
  url = {https://doi.org/10.1609/aaai.v39i3.32263},
  researchr = {https://researchr.org/publication/CinaRPDDBAR25},
  cites = {0},
  citedby = {0},
  pages = {2600-2608},
  booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA},
  editor = {Toby Walsh and Julie Shah and Zico Kolter},
  publisher = {AAAI Press},
  isbn = {978-1-57735-897-8},
}