生成モデル

Can 3D Adversarial Logos Cloak Humans?

Authors: Yi Wang, Jingyang Zhou, Tianlong Chen, Sijia Liu, Shiyu Chang, Chandrajit Bajaj, Zhangyang Wang | Published: 2020-06-25 | Updated: 2020-11-27
ロゴ変換手法
敵対的攻撃
生成モデル

Botnet Detection Using Recurrent Variational Autoencoder

Authors: Jeeyung Kim, Alex Sim, Jinoh Kim, Kesheng Wu | Published: 2020-04-01
マルウェア検出手法
機械学習の応用
生成モデル

Gradient-based adversarial attacks on categorical sequence models via traversing an embedded world

Authors: Ivan Fursov, Alexey Zaytsev, Nikita Kluchnikov, Andrey Kravchenko, Evgeny Burnaev | Published: 2020-03-09 | Updated: 2020-10-12
敵対的サンプル
敵対的攻撃
生成モデル

Federated Generative Privacy

Authors: Aleksei Triastcyn, Boi Faltings | Published: 2019-10-18
プライバシー保護手法
プライバシー評価
生成モデル

Mapper Based Classifier

Authors: Jacek Cyranka, Alexander Georges, David Meyer | Published: 2019-10-17 | Updated: 2019-10-21
モデルの堅牢性
深層学習
生成モデル

Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness

Authors: Andrey Malinin, Mark Gales | Published: 2019-05-31 | Updated: 2019-12-02
ポイズニング
不確実性推定
生成モデル

Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex

Authors: Yufei Cui, Wuguannan Yao, Qiao Li, Antoni B. Chan, Chun Jason Xue | Published: 2019-05-29 | Updated: 2019-09-26
不確実性の定量化
生成モデル

Controlling Neural Level Sets

Authors: Matan Atzmon, Niv Haim, Lior Yariv, Ofer Israelov, Haggai Maron, Yaron Lipman | Published: 2019-05-28 | Updated: 2019-10-27
モデル評価
最適化問題
生成モデル

Fast Geometrically-Perturbed Adversarial Faces

Authors: Ali Dabouei, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi | Published: 2018-09-24 | Updated: 2018-09-28
ロバスト性向上手法
敵対的攻撃手法
生成モデル

Adversarial Recommendation: Attack of the Learned Fake Users

Authors: Konstantina Christakopoulou, Arindam Banerjee | Published: 2018-09-21
敵対的サンプル
敵対的攻撃手法
生成モデル