音声信号処理

Adversarially Training for Audio Classifiers

Authors: Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal | Published: 2020-08-26 | Updated: 2020-10-25
敵対的サンプル
敵対的学習
音声信号処理

Universal Adversarial Audio Perturbations

Authors: Sajjad Abdoli, Luiz G. Hafemann, Jerome Rony, Ismail Ben Ayed, Patrick Cardinal, Alessandro L. Koerich | Published: 2019-08-08 | Updated: 2020-11-17
敵対的サンプル
敵対的攻撃手法
音声信号処理

Motion Sensor-based Privacy Attack on Smartphones

Authors: S Abhishek Anand, Chen Wang, Jian Liu, Nitesh Saxena, Yingying Chen | Published: 2019-07-12 | Updated: 2020-10-19
プライバシーリスク管理
プライバシー保護
音声信号処理

Speaker Anonymization Using X-vector and Neural Waveform Models

Authors: Fuming Fang, Xin Wang, Junichi Yamagishi, Isao Echizen, Massimiliano Todisco, Nicholas Evans, Jean-Francois Bonastre | Published: 2019-05-30
プライバシー保護データマイニング
深層学習技術
音声信号処理

Trust but Verify: An Information-Theoretic Explanation for the Adversarial Fragility of Machine Learning Systems, and a General Defense against Adversarial Attacks

Authors: Jirong Yi, Hui Xie, Leixin Zhou, Xiaodong Wu, Weiyu Xu, Raghuraman Mudumbai | Published: 2019-05-25
敵対的サンプル
敵対的攻撃検出
音声信号処理