arrow
Return

Nonlinear cryptosystem using scattering medium and echo state networks

delete2026-08-03
delete0
PRE
AI
S
ShengJun Dong
颜爱民 cover
颜爱民 (Aimin Yan) *
DOI:10.1016/j.optlaseng.2026.110039delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
• A tightly coupled physical-encryption-reservoir-decryption framework is proposed, integrating nonlinear optical encryption via scattering media with reservoir computing for the first time. • The dynamical-feature key extracted from the echo state network enables hardware-binding security, lightweight reconfigurability, and minimal key distribution. • The system achieves one-time-pad-class physical security with a PSNR exceeding 150 dB, while any key deviation collapses the output to noise. • Multi-pixel speckle responses are nonlinearly aggregated into a composite dynamical trajectory, providing a physical security foundation that inherently resists inversion attacks. • The decryption preserves full complex amplitude and phase information, enabling high-fidelity holographic reconstruction that most existing optical encryption methods cannot achieve.
Keywords:
Nonlinear optical encryption
Scattering medium
Reservoir computing
Echo state network
Hardware-bound key

Journal

Optics and Lasers in Engineering cover
Optics and Lasers in Engineering
IF:
3.7
Papers:
7.3K
Citations:
1.7W

Organization

No organization information available
Cited Papers

Cited Papers

Training Echo State Networks with Regularization Through Dimensionality Reduction
err2017-01-13
err44
PREAI
errLokse, Sigurd; Bianchi, Filippo Maria; Jenssen, Robert
errShare
errSave
Physical reservoir computing with emerging electronics
err2024-03-12
err25
PREAI
errLiang, Xiangpeng; Tang, Jianshi; Zhong, Yanan; Gao, Bin; Qian, He; Wu, Huaqiang
errShare
errSave
errShare
errSave
Emerging opportunities and challenges for the future of reservoir computing
err2024-03-06
err25
errOAAI
errYan, Min; Huang, Can; Bienstman, Peter; Tino, Peter; Lin, Wei; Sun, Jie
errShare
errSave
errShare
errSave
Large-scale scattering-augmented optical encryption
err2024-11-12
err1
errOAAI
errJiang, Shaowei; Yang, Liming; Zhan, Xinrui; Li, Daoyu; Yan, Rong; Gao, Zhen
errShare
errSave
researcher View more