Backdoor Defence for Voice Print Recognition Model Based on Speech Enhancement and Weight Pruning

Voice print recognition is one of the most mature biometric authentication technologies, and the application of deep neural networks (DNNs) has led to a significant improvement in the accuracy of voice print recognition. However, DNN models can be attacked by backdoor attackers, which poses a seriou...

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Bibliographic Details
Main Authors: Jiawei Zhu, Lin Chen, Dongwei Xu, Wenhong Zhao
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9930770/