Blockchain meets covert communication: A survey

Z Chen, L Zhu, P Jiang, C Zhang, F Gao… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Covert communication enables covert information transmission in an undetectable way to
prevent the exposure of communication behaviors. Blockchain-based covert communication …

Hfedms: Heterogeneous federated learning with memorable data semantics in industrial metaverse

S Zeng, Z Li, H Yu, Z Zhang, L Luo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Federated Learning (FL), as a rapidly evolving privacy-preserving collaborative machine
learning paradigm, is a promising approach to enable edge intelligence in the emerging …

Secrecy driven federated learning via cooperative jamming: An approach of latency minimization

T Wang, Y Li, Y Wu, TQS Quek - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Federated learning (FL) provides a promising framework for enabling distributed machine
learning based services without revealing users' private data. In the scenario of wireless FL …

Privacy-preserving intelligent resource allocation for federated edge learning in quantum internet

M Xu, D Niyato, Z Yang, Z Xiong, J Kang… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Federated learning (FL) is an emerging technology for empowering various applications that
generate large amounts of data in intelligent cyber-physical systems (ICPS). Though FL can …

Multi-tasking federated learning meets blockchain to foster trust and security in the Metaverse

H Moudoud, S Cherkaoui - Ad Hoc Networks, 2023 - Elsevier
The Metaverse is a term that refers to a shared virtual space where users can interact with
each other and with a virtual environment in real-time. The Metaverse has gained a lot of …

Toward Secure and Private Over-the-Air Federated Learning

N Yan, K Wang, K Zhi, C Pan, KK Chai… - arXiv preprint arXiv …, 2022 - arxiv.org
In this paper, a novel secure and private over-the-air federated learning (SP-OTA-FL)
framework is studied where noise is employed to protect data privacy and system security …

Optimal probabilistic constellation shaping for covert communications

S Ma, Y Zhang, H Sheng, H Li, J Shi… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
In this paper, we investigate the optimal probabilistic constellation shaping design for covert
communication systems from a practical view. Different from conventional covert …

Federated Learning Meets Blockchain to Secure the Metaverse

H Moudoud, S Cherkaoui - 2023 International Wireless …, 2023 - ieeexplore.ieee.org
The development of the Metaverse is completely changing how business is done in the
physical world. The Metaverse considerably improves intelligent manufacturing by mapping …

Federated Deep Reinforcement Learning for Efficient Jamming Attack Mitigation in O-RAN

Z Abou El Houda, H Moudoud… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Open RAN (ORAN or O-RAN) revolutionizes Radio Access Networks (RAN) by offering
flexibility and cost-efficiency through inter-vendor equipment interoperability. More …

[HTML][HTML] CCM-FL: Covert communication mechanisms for federated learning in crowd sensing IoT

H Zhang, Y Zou, H Yin, D Yu, X Cheng - Digital Communications and …, 2023 - Elsevier
The past decades have witnessed a wide application of federated learning in crowd
sensing, to handle the numerous data collected by the sensors and provide the users with …