敵対的訓練

Gradient Adversarial Training of Neural Networks

Authors: Ayan Sinha, Zhao Chen, Vijay Badrinarayanan, Andrew Rabinovich | Published: 2018-06-21
堅牢性向上手法
敵対的学習
敵対的訓練

Built-in Vulnerabilities to Imperceptible Adversarial Perturbations

Authors: Thomas Tanay, Jerone T. A. Andrews, Lewis D. Griffin | Published: 2018-06-19 | Updated: 2019-05-07
モデルの頑健性保証
敵対的学習
敵対的訓練

Defense Against the Dark Arts: An overview of adversarial example security research and future research directions

Authors: Ian Goodfellow | Published: 2018-06-11
モデルの頑健性保証
敵対的サンプル
敵対的訓練

Robust GANs against Dishonest Adversaries

Authors: Zhi Xu, Chengtao Li, Stefanie Jegelka | Published: 2018-02-27 | Updated: 2019-10-10
ロバスト推定
敵対的攻撃分析
敵対的訓練

Adversarial Training for Probabilistic Spiking Neural Networks

Authors: Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran | Published: 2018-02-22 | Updated: 2018-02-26
スパイキングニューラルネットワーク
敵対的学習
敵対的訓練