Niu Zekun, Xie Yunhao, Xu Guozhi, Dai Chenhao, Yang Hang, Zeng Chuyan, Shi Minghui, Li Lyv, Pu Guoqing, Hu Weisheng, Yi Lilin
Department of Electronic Engineering, State Key Laboratory of Photonics and Communications, School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
Natl Sci Rev. 2025 Apr 2;12(7):nwaf112. doi: 10.1093/nsr/nwaf112. eCollection 2025 Jul.
As we enter the big data and artificial intelligence (AI) era, integrating security and communication over optical fiber has become a critical challenge. This urgency is driven by the need to protect vast amounts of sensitive data, ensuring privacy security across global high-capacity optical networks. Traditional secure communication methods often struggle to maintain high-capacity transmission performance while providing robust security. Here we propose an integrated encryption and communication (IEAC) framework, designed to maximize mutual information (MI) for legal users while minimizing it for potential eavesdroppers. Enabled by end-to-end deep learning, this holistic framework trains a random number-selected geometric constellation shaping scheme to optimize encryption processes and transmission quality simultaneously. The IEAC experiment system achieves a groundbreaking single-channel transmission rate of 1 Terabit per second (Tb/s) over a 1200-km fiber link, employing a 26-channel, 3.9 THz bandwidth, full C-band wavelength division multiplexing (WDM) configuration. The MI for eavesdroppers is under 0.2 bit per symbol where the regular value is near 4.0, ensuring secure transmission. The IEAC scheme offers a scalable, promising solution to meet the escalating demand for high-throughput, secure data transmission in the face of advancing big data and AI computational technologies.
随着我们进入大数据和人工智能(AI)时代,将安全与光纤通信集成已成为一项关键挑战。这种紧迫性源于保护大量敏感数据的需求,以确保全球高容量光网络中的隐私安全。传统的安全通信方法在提供强大安全性的同时,往往难以维持高容量传输性能。在此,我们提出一种集成加密与通信(IEAC)框架,旨在为合法用户最大化互信息(MI),同时为潜在窃听者最小化互信息。通过端到端深度学习实现,这个整体框架训练一种随机数选择的几何星座整形方案,以同时优化加密过程和传输质量。IEAC实验系统在1200公里的光纤链路上实现了每秒1太比特(Tb/s)的突破性单通道传输速率,采用26通道、3.9太赫兹带宽的全C波段波分复用(WDM)配置。窃听者的互信息在每个符号0.2比特以下,而常规值接近4.0,确保了安全传输。面对不断发展的大数据和人工智能计算技术,IEAC方案为满足对高吞吐量、安全数据传输不断增长的需求提供了一种可扩展的、有前景的解决方案。