Optic Fingerprint: Enhancing Security in Visible Light Communication Networks
arxiv(2024)
摘要
In addressing physical layer security issues, hardware fingerprinting has
been proven to be a reliable method. Additionally, Visible Light Communication
(VLC) technology offers a solution to the spectrum congestion in
next-generation wireless communications and is noteworthy for its high
security. However, there is currently a lack of a comprehensive and systematic
description of the hardware fingerprints and their extraction mechanisms for
VLC devices. This study aims to bridge this gap by thoroughly analyzing the
hardware fingerprints of VLC devices and proposing an innovative extraction
mechanism, thereby enhancing the security and reliability of the physical
layer. An Optic Fingerprint (OF) model is proposed based on the LED's inherent
circuit characteristics, capable of extracting and processing unique feature
vectors with high precision. Through extensive experiments, we demonstrate the
model's efficacy, achieving up to 99.3
manufactured white LEDs under variable conditions, marking a significant
improvement in authentication robustness and interference resistance.
更多查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要