在插座上的多模式光学互连器可实现机密的硬件对硬件通信
Qian Zhang1, Sujay Charania2, Stefan Rothe1
1Laboratory of Measurement and Sensor System Technique, Faculty of Electrical and Computer Engineering, TU Dresden, 01069 Dresden, Germany.
Sensors (Basel, Switzerland)
|July 14, 2023
概括
研究人员展示了多模光学互连的物理层安全性. 深度神经网络识别了独特的斑点图案,使3D芯片网络中的机密通信成为可能.
科学领域:
- 光电学是指光电子产品.
- 信息安全 信息安全
- 材料科学 材料科学 材料科学
背景情况:
- 摩尔定律驱动了集成电路密度的增加,需要先进的互连.
- 介质器上的多模式光学互连为紧的3D芯片网络提供了高吞吐量.
- 机密通信对于高性能5G基础设施至关重要.
研究的目的:
- 调查多模式光学互连的物理层安全性可行性.
- 探索光学通道的独特性,以确保数据的安全传输.
- 开发一种在3D芯片网络中实现机密通信的方法.
主要方法:
- 通过使用波面成型的380μm多模芯片互连体,通过实验投射直角和非直角符号.
- 在多个道和样本中分析这些相互连接的独特性.
- 训练一个深度神经网络来识别和解码由模态交叉通话引起的斑点模式.
主要成果:
- 在多模式互连中,模态交叉声产生的斑点图案被成功识别.
- 一个深层神经网络有效地将这些独特的斑点图案转化为可读的输出.
- 该研究证实了将物理层安全性应用于这些光学互连的可行性.
结论:
- 物理层安全是一种可行的方法,可以在3D芯片网络中实现机密的光通信.
- 深度神经网络可以有效地解码独特的通道特征,以实现安全的数据传输.
- 这项研究为先进的计算架构中安全,高通量光学互连铺平了道路.
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