Adaptive multimodal liveness detection framework for biometric authentication against spoofing and deepfake attacks

Abstract With the explosive growth of generative AI technologies, the threat posed by spoofing attacks and deepfake attacks on biometric authentication systems continues to grow. Traditional biometric systems rely on visual presentation and are subject to various types of presentation attacks such a...

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Hlavní autoři:	Ankita Kotalwar, Rahul Raghvendra Joshi
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Springer 2026-08-01
Edice:	Discover Artificial Intelligence
Témata:	Biometric authentication Liveness detection Spoofing attack Deepfake detection Multimodal fusion Edge computing
On-line přístup:	https://doi.org/10.1007/s44163-026-01911-y
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