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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...

Whakaahuatanga katoa

I tiakina i:
Ngā kaituhi matua: Zesheng Chen, Li-Chi Chang, Chao Chen, Guoping Wang, Zhuming Bi
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2022-08-01
Rangatū:Algorithms
Ngā marau:
speaker verification
FakeBob adversarial attacks
defense system
denoising
noise-adding
adaptive attacks
Urunga tuihono:https://www.mdpi.com/1999-4893/15/8/293
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