Prospects and applications of photonic neural networks

C Huang, VJ Sorger, M Miscuglio… - … in Physics: X, 2022 - Taylor & Francis
Neural networks have enabled applications in artificial intelligence through machine
learning, and neuromorphic computing. Software implementations of neural networks on …

[HTML][HTML] Artificial intelligence (AI) methods in optical networks: A comprehensive survey

J Mata, I De Miguel, RJ Durán, N Merayo… - Optical switching and …, 2018 - Elsevier
Artificial intelligence (AI) is an extensive scientific discipline which enables computer
systems to solve problems by emulating complex biological processes such as learning …

Photonic unsupervised learning variational autoencoder for high-throughput and low-latency image transmission

Y Chen, T Zhou, J Wu, H Qiao, X Lin, L Fang… - Science Advances, 2023 - science.org
Following the explosive growth of global data, there is an ever-increasing demand for high-
throughput processing in image transmission systems. However, existing methods mainly …

An efficient low complexity compression based optimal homomorphic encryption for secure fiber optic communication

D Venu, AVR Mayuri, S Neelakandan, GLN Murthy… - Optik, 2022 - Elsevier
Latest advancements in fiber optic communication have gained significant attention among
researchers owing to many benefits such as high data rate, acceptable cost, bandwidth, low …

Quantum key distribution secured optical networks: A survey

P Sharma, A Agrawal, V Bhatia… - IEEE Open Journal …, 2021 - ieeexplore.ieee.org
Increasing incidents of cyber attacks and evolution of quantum computing poses challenges
to secure existing information and communication technologies infrastructure. In recent …

Physical-layer security in evolving optical networks

N Skorin-Kapov, M Furdek, S Zsigmond… - IEEE …, 2016 - ieeexplore.ieee.org
We are witnessing the evolution of optical networks toward highly heterogeneous, flexible
networks with a widening area of application. As the bandwidth and reliability performance …

Physical layer encryption for WDM optical communication systems using private chaotic phase scrambling

A Zhao, N Jiang, S Liu, Y Zhang… - Journal of Lightwave …, 2021 - ieeexplore.ieee.org
Protecting the security of optical network is a major worldwide challenge. The conventional
schemes for securing communications are based on cryptography at the MAC layer and its …

Secure encryption and key management for OFDM-PON based on chaotic Hilbert motion

X Liang, C Zhang, Y Luo, X Wang… - Journal of Lightwave …, 2022 - ieeexplore.ieee.org
We propose a novel security enhancement technique for physical layer secure orthogonal
frequency division multiplexed-based passive optical network (OFDM-PON) using chaotic …

Physical-layer security in free-space optical communications

FJ Lopez-Martinez, G Gomez… - IEEE Photonics …, 2015 - ieeexplore.ieee.org
The communication between two legitimate peers in the presence of an external
eavesdropper is studied from a physical-layer security perspective in the context of free …

Resource allocation in optical networks secured by quantum key distribution

Y Zhao, Y Cao, W Wang, H Wang, X Yu… - IEEE …, 2018 - ieeexplore.ieee.org
Optical network security is attracting increasing research attention, as loss of confidentiality
of data transferred through an optical network could impact a huge number of users and …