Wasserstein距離

Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks

Authors: Alexander Levine, Soheil Feizi | Published: 2019-10-23
Wasserstein距離
性能評価
敵対的サンプル

Wasserstein Adversarial Examples via Projected Sinkhorn Iterations

Authors: Eric Wong, Frank R. Schmidt, J. Zico Kolter | Published: 2019-02-21 | Updated: 2020-01-18
Wasserstein距離
モデルの頑健性保証
敵対的攻撃手法

Certifying Some Distributional Robustness with Principled Adversarial Training

Authors: Aman Sinha, Hongseok Namkoong, Riccardo Volpi, John Duchi | Published: 2017-10-29 | Updated: 2020-05-01
Wasserstein距離
ロバスト性向上手法
敵対的学習