Playing it Safe: Adversarial Robustness with an Abstain Option
Authors: Cassidy Laidlaw, Soheil Feizi | Published: 2019-11-25
敵対的攻撃手法
One Man’s Trash is Another Man’s Treasure: Resisting Adversarial Examples by Adversarial Examples
Authors: Chang Xiao, Changxi Zheng | Published: 2019-11-25 | Updated: 2019-11-27
Adversarial Attack with Pattern Replacement
Authors: Ziang Dong, Liang Mao, Shiliang Sun | Published: 2019-11-25
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference
Authors: Wei-An Lin, Yogesh Balaji, Pouya Samangouei, Rama Chellappa | Published: 2019-11-23
Universal adversarial examples in speech command classification
Authors: Jon Vadillo, Roberto Santana | Published: 2019-11-22 | Updated: 2021-02-13
Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation
Authors: Alexander Levine, Soheil Feizi | Published: 2019-11-21
Fine-grained Synthesis of Unrestricted Adversarial Examples
Authors: Omid Poursaeed, Tianxing Jiang, Yordanos Goshu, Harry Yang, Serge Belongie, Ser-Nam Lim | Published: 2019-11-20 | Updated: 2020-10-22
Deep Minimax Probability Machine
Authors: Lirong He, Ziyi Guo, Kaizhu Huang, Zenglin Xu | Published: 2019-11-20
Adversarial Robustness of Flow-Based Generative Models
Authors: Phillip Pope, Yogesh Balaji, Soheil Feizi | Published: 2019-11-20
Generate (non-software) Bugs to Fool Classifiers
Authors: Hiromu Yakura, Youhei Akimoto, Jun Sakuma | Published: 2019-11-20