防御手法

Robust Website Fingerprinting Through the Cache Occupancy Channel

Authors: Anatoly Shusterman, Lachlan Kang, Yarden Haskal, Yosef Meltser, Prateek Mittal, Yossi Oren, Yuval Yarom | Published: 2018-11-17 | Updated: 2019-02-21
フィンガープリンティング手法
攻撃の評価
防御手法

FAdeML: Understanding the Impact of Pre-Processing Noise Filtering on Adversarial Machine Learning

Authors: Faiq Khalid, Muhammmad Abdullah Hanif, Semeen Rehman, Junaid Qadir, Muhammad Shafique | Published: 2018-11-04
モデル抽出攻撃
攻撃の評価
防御手法

QuSecNets: Quantization-based Defense Mechanism for Securing Deep Neural Network against Adversarial Attacks

Authors: Faiq Khalid, Hassan Ali, Hammad Tariq, Muhammad Abdullah Hanif, Semeen Rehman, Rehan Ahmed, Muhammad Shafique | Published: 2018-11-04 | Updated: 2020-05-14
モデルの頑健性保証
量子化手法
防御手法

Adversarial Examples: Opportunities and Challenges

Authors: Jiliang Zhang, Chen Li | Published: 2018-09-13 | Updated: 2019-09-23
モデルの頑健性保証
敵対的サンプル
防御手法

Deep Learning for Launching and Mitigating Wireless Jamming Attacks

Authors: Tugba Erpek, Yalin E. Sagduyu, Yi Shi | Published: 2018-07-03 | Updated: 2018-12-13
トレーニングデータ生成
敵対的攻撃
防御手法

Delving into adversarial attacks on deep policies

Authors: Jernej Kos, Dawn Song | Published: 2017-05-18
モデルの頑健性保証
ロバスト性
防御手法

Extending Defensive Distillation

Authors: Nicolas Papernot, Patrick McDaniel | Published: 2017-05-15
ロバスト性
敵対的サンプル
防御手法