Encrypted semantic communication using adversarial training for privacy preserving

X Luo, Z Chen, M Tao, F Yang - IEEE Communications Letters, 2023 - ieeexplore.ieee.org
Semantic communication is implemented based on shared background knowledge, but the
sharing mechanism risks privacy leakage. In this letter, we propose an encrypted semantic …

Wireless end-to-end image transmission system using semantic communications

MU Lokumarambage, VSS Gowrisetty, H Rezaei… - IEEE …, 2023 - ieeexplore.ieee.org
Semantic communication is considered the future of mobile communication, which aims to
transmit data beyond Shannon's theorem of communications by transmitting the semantic …

Semantics-Empowered Communication: A Tutorial-cum-Survey

Z Lu, R Li, K Lu, X Chen, E Hossain, Z Zhao… - arXiv preprint arXiv …, 2022 - arxiv.org
Along with the springing up of semantics-empowered communication research spanning
from theories, applications, metrics to implementation, it is now witnessing an …

Understand-before-talk (UBT): A semantic communication approach to 6G networks

SR Pokhrel, J Choi - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
In Shannon theory, semantic aspects of communication were identified but considered
irrelevant to the technical communication problems. Semantic communication (SC) …

Is Semantic Communications Secure? A Tale of Multi-Domain Adversarial Attacks

YE Sagduyu, T Erpek, S Ulukus, A Yener - arXiv preprint arXiv:2212.10438, 2022 - arxiv.org
Semantic communications seeks to transfer information from a source while conveying a
desired meaning to its destination. We model the transmitter-receiver functionalities as an …

EXK-SC: A Semantic Communication Model Based on Information Framework Expansion and Knowledge Collision

G Xin, P Fan - Entropy, 2022 - mdpi.com
Semantic communication is not focused on improving the accuracy of transmitted symbols,
but is concerned with expressing the expected meaning that the symbol sequence exactly …

1D Barcode Detection: Novel Benchmark Datasets and Comprehensive Comparison of Deep Convolutional Neural Network Approaches

T Kamnardsiri, P Charoenkwan, C Malang… - Sensors, 2022 - mdpi.com
Recent advancement in Deep Learning-based Convolutional Neural Networks (D-CNNs)
has led research to improve the efficiency and performance of barcode recognition in Supply …

Imitation Learning-based Implicit Semantic-aware Communication Networks: Multi-layer Representation and Collaborative Reasoning

Y Xiao, Z Sun, G Shi, D Niyato - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Semantic communication has recently attracted significant interest from both industry and
academia due to its potential to transform the existing data-focused communication …

A Survey on Integrated Sensing, Communication, and Computing Networks for Smart Oceans

M Dai, Y Li, P Li, Y Wu, L Qian, B Lin, Z Su - Journal of Sensor and …, 2022 - mdpi.com
The smart ocean has been regarded as an integrated sensing, communication, and
computing ecosystem developed for connecting marine objects in surface and underwater …

Optimization of Image Transmission in a Cooperative Semantic Communication Networks

W Zhang, Y Wang, M Chen, T Luo, D Niyato - arXiv preprint arXiv …, 2023 - arxiv.org
In this paper, a semantic communication framework for image transmission is developed. In
the investigated framework, a set of servers cooperatively transmit images to a set of users …