Imperceptible black-box waveform-level adversarial attack towards automatic speaker recognition

Abstract Automatic speaker recognition is an important biometric authentication approach with emerging applications. However, recent research has shown its vulnerability on adversarial attacks. In this paper, we propose a new type of adversarial examples by generating imperceptible adversarial sampl...

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Bibliographic Details
Main Authors: Xingyu Zhang, Xiongwei Zhang, Meng Sun, Xia Zou, Kejiang Chen, Nenghai Yu
Format: Article
Language:English
Published: Springer 2022-06-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-022-00782-x