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InfoShadow: NTK & MI guided adversarial attacks on speaker identification systems

Abstract Adversarial attacks on speaker identification (SI) systems have become a critical security concern, particularly in targeted black-box scenarios where access to the target model is limited. This paper proposes a novel framework that creates highly transferable adversarial examples. We use a...

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Bibliografische Detailangaben
Hauptverfasser: Ruixin Song, Youliang Tian, Mengqian Li, Ze Yang, Ruohan Wang
Format: Artigo
Sprache:Inglês
Veröffentlicht: SpringerOpen 2025-12-01
Schriftenreihe:Cybersecurity
Schlagworte:
Online-Zugang:https://doi.org/10.1186/s42400-025-00490-2
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