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March 3, 2026
Leveraging Kolmogorov-Arnold networks for voice liveness detection in anti-spoofing systems
AS
Arth J. Shah
MK
Madhu R. Kamble
Puntos clave
Voice liveness detection enhances security against spoofing attacks, ensuring system integrity.
The method utilized machine learning algorithms, improving accuracy in identifying genuine voices.
Utilizing Kolmogorov-Arnold networks contributes to advanced detection capabilities in anti-spoofing systems.
Highlighting the need for robust defenses, especially considering the rise in voice interface spoofing.
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Shah et al. (Fri,) studied this question.
synapsesocial.com/papers/69a7689ebadf0bb9e87e5511
https://doi.org/https://doi.org/10.1016/j.specom.2026.103364
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Leveraging Kolmogorov-Arnold networks for voice liveness detection in anti-spoofing systems | Synapse