A Highly Stealthy Adaptive Decay Attack Against Speaker Recognition

A Highly Stealthy Adaptive Decay Attack Against Speaker Recognition

Speaker recognition based on deep learning is currently the most advanced and mainstream technology in the industry. Adversarial attacks, an emerging and powerful attack against neural network models, also posing serious security problems for speaker recognition. Common gradient-based attack methods...

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Bibliographic Details
Main Authors: Xinyu Zhang, Yang Xu, Sicong Zhang, Xiaojian Li
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Deep learning
adversarial attacks
speaker recognition
adaptive decay attack
adversarial training
Online Access:https://ieeexplore.ieee.org/document/9941069/

Internet

https://ieeexplore.ieee.org/document/9941069/

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