生成モデル特性

AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows

Authors: Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie | Published: 2020-07-15 | Updated: 2020-10-23
性能評価
攻撃手法
生成モデル特性

Probabilistic Modeling of Deep Features for Out-of-Distribution and Adversarial Detection

Authors: Nilesh A. Ahuja, Ibrahima Ndiour, Trushant Kalyanpur, Omesh Tickoo | Published: 2019-09-25
Out-of-Distribution検出
敵対的攻撃
生成モデル特性

Generative Adversarial Positive-Unlabelled Learning

Authors: Ming Hou, Brahim Chaib-draa, Chao Li, Qibin Zhao | Published: 2017-11-21 | Updated: 2018-04-04
機械学習アルゴリズム
機械学習の応用
生成モデル特性