音声認識プロセス

Security and Privacy Problems in Voice Assistant Applications: A Survey

Authors: Jingjin Li, Chao chen, Lei Pan, Mostafa Rahimi Azghadi, Hossein Ghodosi, Jun Zhang | Published: 2023-04-19
バックドア攻撃
プライバシー分析
音声認識プロセス

Perception-Aware Attack: Creating Adversarial Music via Reverse-Engineering Human Perception

Authors: Rui Duan, Zhe Qu, Shangqing Zhao, Leah Ding, Yao Liu, Zhuo Lu | Published: 2022-07-26
性能評価
攻撃手法
音声認識プロセス

Generative Extraction of Audio Classifiers for Speaker Identification

Authors: Tejumade Afonja, Lucas Bourtoule, Varun Chandrasekaran, Sageev Oore, Nicolas Papernot | Published: 2022-07-26
データセット生成
モデル性能評価
音声認識プロセス

Sotto Voce: Federated Speech Recognition with Differential Privacy Guarantees

Authors: Michael Shoemate, Kevin Jett, Ethan Cowan, Sean Colbath, James Honaker, Prasanna Muthukumar | Published: 2022-07-16
プライバシー保護手法
情報理論的プライバシー
音声認識プロセス

Adversarial attacks and defenses in Speaker Recognition Systems: A survey

Authors: Jiahe Lan, Rui Zhang, Zheng Yan, Jie Wang, Yu Chen, Ronghui Hou | Published: 2022-05-27
敵対的サンプル
敵対的攻撃手法
音声認識プロセス

End-to-end anti-spoofing with RawNet2

Authors: Hemlata Tak, Jose Patino, Massimiliano Todisco, Andreas Nautsch, Nicholas Evans, Anthony Larcher | Published: 2020-11-02 | Updated: 2021-12-16
ディープフェイクの検知
モデル評価
音声認識プロセス

A Multiversion Programming Inspired Approach to Detecting Audio Adversarial Examples

Authors: Qiang Zeng, Jianhai Su, Chenglong Fu, Golam Kayas, Lannan Luo | Published: 2018-12-26 | Updated: 2019-12-03
モデルの頑健性保証
敵対的サンプルの検知
音声認識プロセス

Homomorphic Encryption for Speaker Recognition: Protection of Biometric Templates and Vendor Model Parameters

Authors: Andreas Nautsch, Sergey Isadskiy, Jascha Kolberg, Marta Gomez-Barrero, Christoph Busch | Published: 2018-03-09
データプライバシー管理
プライバシー保護技術
音声認識プロセス