Defending against FakeBob Adversarial Attacks in Speaker Verification Systems with Noise-Adding

Defending against FakeBob Adversarial Attacks in Speaker Verification Systems with Noise-Adding

Speaker verification systems use human voices as an important biometric to identify legitimate users, thus adding a security layer to voice-controlled Internet-of-things smart homes against illegal access. Recent studies have demonstrated that speaker verification systems are vulnerable to adversari...

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Bibliographic Details
Main Authors: Zesheng Chen, Li-Chi Chang, Chao Chen, Guoping Wang, Zhuming Bi
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Algorithms
Subjects:
speaker verification
FakeBob adversarial attacks
defense system
denoising
noise-adding
adaptive attacks
Online Access:https://www.mdpi.com/1999-4893/15/8/293

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https://www.mdpi.com/1999-4893/15/8/293

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