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Wireless Signal Fingerprinting Framework Based on Emphasized Spectral Features for IoT Device Authentication

Bluetooth Low Energy (BLE) is widely used in Internet of Things (IoT) devices due to its low power consumption and efficient wireless communication. However, BLE-based systems remain vulnerable to signal-level attacks, such as spoofing and signal forgery, which allow adversaries to impersonate legit...

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Principais autores: Hyeon Park, Geumhwan Cho, TaeGuen Kim
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2026-07-01
coleção:Mathematics
Assuntos:
Bluetooth Low Energy
BLE fingerprinting
RF fingerprinting
physical-layer authentication
hybrid filter bank
deep-learning-based authentication
Acesso em linha:https://www.mdpi.com/2227-7390/14/13/2321
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