攻撃パターン抽出

Blackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information

Authors: Yiren Zhao, Ilia Shumailov, Han Cui, Xitong Gao, Robert Mullins, Ross Anderson | Published: 2019-09-06 | Updated: 2019-11-21
学習タスクの効率的な解決
攻撃パターン抽出
敵対的訓練

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents

Authors: Xian Yeow Lee, Sambit Ghadai, Kai Liang Tan, Chinmay Hegde, Soumik Sarkar | Published: 2019-09-05 | Updated: 2019-11-19
ポイズニング
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敵対的訓練

Adversarial Source Identification Game with Corrupted Training

Authors: Mauro Barni, Benedetta Tondi | Published: 2017-03-27
セキュリティ分析
戦略的ゲーム
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Data Driven Exploratory Attacks on Black Box Classifiers in Adversarial Domains

Authors: Tegjyot Singh Sethi, Mehmed Kantardzic | Published: 2017-03-23
性能評価
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敵対的サンプル

Fraternal Twins: Unifying Attacks on Machine Learning and Digital Watermarking

Authors: Erwin Quiring, Daniel Arp, Konrad Rieck | Published: 2017-03-16
バックドア攻撃
攻撃パターン抽出
防御メカニズム

Tactics of Adversarial Attack on Deep Reinforcement Learning Agents

Authors: Yen-Chen Lin, Zhang-Wei Hong, Yuan-Hong Liao, Meng-Li Shih, Ming-Yu Liu, Min Sun | Published: 2017-03-08 | Updated: 2019-11-13
攻撃パターン抽出
敵対的サンプル
防御メカニズム