Corpus ID: 220301567

Adversarial Example Games

@article{Bose2020AdversarialEG,
  title={Adversarial Example Games},
  author={A. J. Bose and Gauthier Gidel and Hugo Berrard and Andre Cianflone and Pascal Vincent and S. Lacoste-Julien and William L. Hamilton},
  journal={ArXiv},
  year={2020},
  volume={abs/2007.00720}
}
  • A. J. Bose, Gauthier Gidel, +4 authors William L. Hamilton
  • Published 2020
  • Computer Science, Mathematics
  • ArXiv
  • The existence of adversarial examples capable of fooling trained neural network classifiers calls for a much better understanding of possible attacks, in order to guide the development of safeguards against them. It includes attack methods in the highly challenging non-interactive blackbox setting, where adversarial attacks are generated without any access, including queries, to the target model. Prior works in this setting have relied mainly on algorithmic innovations derived from empirical… CONTINUE READING

    Figures, Tables, and Topics from this paper.

    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 49 REFERENCES
    Delving into Transferable Adversarial Examples and Black-box Attacks
    666
    Boosting Adversarial Attacks with Momentum
    460
    A survey of practical adversarial example attacks
    3
    Query-Efficient Black-box Adversarial Examples
    35