攻撃タイプ

Transferable Clean-Label Poisoning Attacks on Deep Neural Nets

Authors: Chen Zhu, W. Ronny Huang, Ali Shafahi, Hengduo Li, Gavin Taylor, Christoph Studer, Tom Goldstein | Published: 2019-05-15 | Updated: 2019-05-16
バックドア攻撃
ポイズニング
攻撃タイプ

Robustification of deep net classifiers by key based diversified aggregation with pre-filtering

Authors: Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy | Published: 2019-05-14
セキュアアグリゲーション
性能評価
攻撃タイプ

Adversarial-Playground: A Visualization Suite for Adversarial Sample Generation

Authors: Andrew Norton, Yanjun Qi | Published: 2017-06-06 | Updated: 2017-06-16
モデルの頑健性保証
攻撃タイプ
敵対的学習

MagNet: a Two-Pronged Defense against Adversarial Examples

Authors: Dongyu Meng, Hao Chen | Published: 2017-05-25 | Updated: 2017-09-11
攻撃タイプ
敵対的サンプルの検知
防御手法の効果分析

Black-Box Attacks against RNN based Malware Detection Algorithms

Authors: Weiwei Hu, Ying Tan | Published: 2017-05-23
モデルの頑健性保証
攻撃タイプ
敵対的学習