敵対的サンプルの脆弱性

Enhancing Adversarial Defense by k-Winners-Take-All

Authors: Chang Xiao, Peilin Zhong, Changxi Zheng | Published: 2019-05-25 | Updated: 2019-10-29
スパース性最適化
敵対的サンプルの脆弱性
機械学習手法

Exploiting Excessive Invariance caused by Norm-Bounded Adversarial Robustness

Authors: Jörn-Henrik Jacobsen, Jens Behrmannn, Nicholas Carlini, Florian Tramèr, Nicolas Papernot | Published: 2019-03-25
モデルの頑健性保証
敵対的サンプルの脆弱性
敵対的攻撃検出