敵対的攻撃検出

Practical Fast Gradient Sign Attack against Mammographic Image Classifier

Authors: Ibrahim Yilmaz | Published: 2020-01-27
敵対的学習
敵対的攻撃検出
機械学習手法

Ensemble Noise Simulation to Handle Uncertainty about Gradient-based Adversarial Attacks

Authors: Rehana Mahfuz, Rajeev Sahay, Aly El Gamal | Published: 2020-01-26
敵対的学習
敵対的攻撃検出
防御手法の効果分析

On the human evaluation of audio adversarial examples

Authors: Jon Vadillo, Roberto Santana | Published: 2020-01-23 | Updated: 2021-02-12
敵対的サンプル
敵対的攻撃検出
音声アシスタントの誤作動

Adversarial Attack on Community Detection by Hiding Individuals

Authors: Jia Li, Honglei Zhang, Zhichao Han, Yu Rong, Hong Cheng, Junzhou Huang | Published: 2020-01-22
コミュニティ検出
ポイズニング
敵対的攻撃検出

Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning

Authors: Nilaksh Das, Haekyu Park, Zijie J. Wang, Fred Hohman, Robert Firstman, Emily Rogers, Duen Horng Chau | Published: 2020-01-21 | Updated: 2020-02-16
敵対的攻撃検出
深層強化学習

HRFA: High-Resolution Feature-based Attack

Authors: Zhixing Ye, Sizhe Chen, Peidong Zhang, Chengjin Sun, Xiaolin Huang | Published: 2020-01-21 | Updated: 2020-10-22
敵対的サンプル
敵対的攻撃検出
生成的敵対ネットワーク

Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet

Authors: Sizhe Chen, Zhengbao He, Chengjin Sun, Jie Yang, Xiaolin Huang | Published: 2020-01-16 | Updated: 2020-10-21
敵対的学習
敵対的攻撃検出
研究方法論

Square Attack: a query-efficient black-box adversarial attack via random search

Authors: Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion, Matthias Hein | Published: 2019-11-29 | Updated: 2020-07-29
モデル評価
敵対的攻撃検出
敵対的訓練

A New Defense Against Adversarial Images: Turning a Weakness into a Strength

Authors: Tao Yu, Shengyuan Hu, Chuan Guo, Wei-Lun Chao, Kilian Q. Weinberger | Published: 2019-10-16 | Updated: 2019-12-04
モデルの堅牢性
対抗的学習
敵対的攻撃検出

Universal, transferable and targeted adversarial attacks

Authors: Junde Wu, Rao Fu | Published: 2019-08-29 | Updated: 2022-06-13
ポイズニング
敵対的サンプル
敵対的攻撃検出