AI-assisted secure data transmission techniques for next-generation HetNets: A review

H Sharma, G Sharma, N Kumar - Computer Communications, 2023 - Elsevier
Abstract Heterogeneous Networks (HetNets) play an imperative role in enhancing the
quality-of-service (QoS) for end-users by increasing the spectral efficiency (SE) of the …

Physical layer security for beyond 5G/6G networks: Emerging technologies and future directions

F Irram, M Ali, M Naeem, S Mumtaz - Journal of Network and Computer …, 2022 - Elsevier
Physical layer security (PLS) has proven to be a potential solution for enhancing the security
performance of future 5G networks, which promises to fulfill the demands of increasing user …

A deep learning assisted software defined security architecture for 6G wireless networks: IIoT perspective

MA Rahman, MS Hossain - IEEE Wireless Communications, 2022 - ieeexplore.ieee.org
The 6G wireless network is expected to drive cyber-physical systems (CPS) from merely
connected things to securely connected intelligence. While 6G will offer real-time …

Deep learning based physical layer security for terrestrial communications in 5G and beyond networks: A survey

H Sharma, N Kumar - Physical Communication, 2023 - Elsevier
The key principle of physical layer security (PLS) is to permit the secure transmission of
confidential data using efficient signal-processing techniques. Also, deep learning (DL) has …

Physical-layer security of 5G wireless networks for IoT: Challenges and opportunities

N Wang, P Wang, A Alipour-Fanid… - IEEE internet of things …, 2019 - ieeexplore.ieee.org
The fifth generation (5G) wireless technologies serve as a key propellent to meet the
increasing demands of the future Internet of Things (IoT) networks. For wireless …

Artificial intelligence empowered physical layer security for 6G: State-of-the-art, challenges, and opportunities

S Zhang, D Zhu, Y Liu - Computer Networks, 2024 - Elsevier
With the commercial deployment of the 5G system, researchers from both academia and
industry are moving attention to the blueprint of the 6G system. The space-air-ground-sea …

Enhancing information security via physical layer approaches in heterogeneous IoT with multiple access mobile edge computing in smart city

D Wang, B Bai, K Lei, W Zhao, Y Yang, Z Han - IEEE Access, 2019 - ieeexplore.ieee.org
Heterogeneous Internet of Things (IoT) and multi-access mobile edge computing (MA-MEC)
are believed as supporting technologies for building a smart city. The advancement and …

Intelligence and security in big 5G-oriented IoNT: An overview

F Al-Turjman - Future Generation Computer Systems, 2020 - Elsevier
Abstract Internet of Nano-Things (IoNT) overcomes critical difficulties and additionally open
doors for wearable sensor based huge information examination. Conventional computing …

The role of artificial intelligence and machine learning in wireless networks security: Principle, practice and challenges

M Waqas, S Tu, Z Halim, SU Rehman, G Abbas… - Artificial Intelligence …, 2022 - Springer
Security is one of the biggest challenges concerning networks and communications. The
problem becomes aggravated with the proliferation of wireless devices. Artificial Intelligence …

Is Today's End-to-End Communication Security Enough for 5G and Its Beyond?

J Zhang, Z Yan, S Fei, M Wang, T Li, H Wang - IEEE Network, 2021 - ieeexplore.ieee.org
Mobile and wireless communication continues its rapid development. Beyond 5G,
heterogeneous networks (HetNets) will be merged with the integration of various networking …