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Multimode Optical Interconnects on Silicon Interposer Enable Confidential Hardware-to-Hardware Communication.

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Researchers demonstrated physical layer security for multimode optical interconnects. Deep neural networks recognized unique speckle patterns, enabling confidential communication in 3D chip networks.

Keywords:
deep neural networkmultimode optical interconnectphysical layer securitysilicon interposerthrough-silicon viawavefront shaping

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Area of Science:

  • Optoelectronics
  • Information Security
  • Materials Science

Background:

  • Moore's Law drives increased integrated circuit density, necessitating advanced interconnects.
  • Multimode optical interconnects on silicon interposers offer high throughput for compact 3D chip networks.
  • Confidential communication is crucial for high-performance 5G infrastructure.

Purpose of the Study:

  • To investigate the feasibility of physical layer security for multimode optical interconnects.
  • To explore the uniqueness of optical channels for secure data transmission.
  • To develop a method for enabling confidential communication in 3D chip networks.

Main Methods:

  • Experimentally projecting orthogonal and non-orthogonal symbols through 380 μm multimode on-chip interconnects using wavefront shaping.
  • Analyzing the uniqueness of these interconnects across multiple channels and samples.
  • Training a deep neural network to recognize and decode speckle patterns caused by modal crosstalk.

Main Results:

  • Speckle patterns generated by modal crosstalk in multimode interconnects were successfully recognized.
  • A deep neural network effectively transformed these unique speckle patterns into readable output.
  • The study confirmed the feasibility of applying physical layer security to these optical interconnects.

Conclusions:

  • Physical layer security is a viable approach for enabling confidential optical communication in 3D chip networks.
  • Deep neural networks can effectively decode unique channel characteristics for secure data transmission.
  • This research paves the way for secure, high-throughput optical interconnects in advanced computing architectures.