Intelligent zero trust architecture for 5G/6G networks: Principles, challenges, and the role of machine learning in the context of O-RAN

K Ramezanpour, J Jagannath - Computer Networks, 2022 - Elsevier
In this position paper, we discuss the critical need for integrating zero trust (ZT) principles
into next-generation communication networks (5G/6G). We highlight the challenges and …

INSPIRE-5Gplus: Intelligent security and pervasive trust for 5G and beyond networks

J Ortiz, R Sanchez-Iborra, JB Bernabe… - Proceedings of the 15th …, 2020 - dl.acm.org
The promise of disparate features envisioned by the 3GPP for 5G, such as offering
enhanced Mobile Broadband connectivity while providing massive Machine Type …

[HTML][HTML] Security of zero trust networks in cloud computing: A comparative review

S Sarkar, G Choudhary, SK Shandilya, A Hussain… - Sustainability, 2022 - mdpi.com
Recently, networks have shifted from traditional in-house servers to third-party-managed
cloud platforms due to its cost-effectiveness and increased accessibility toward its …

AI-driven zero-touch operations, security and trust in multi-operator 5G networks: A conceptual architecture

G Carrozzo, MS Siddiqui, A Betzler… - … on networks and …, 2020 - ieeexplore.ieee.org
The 5G network solutions currently standardised and deployed do not yet enable the full
potential of pervasive networking and computing envisioned in 5G initial visions: network …

Security and Trust in the 6G Era

V Ziegler, P Schneider, H Viswanathan, M Montag… - Ieee …, 2021 - ieeexplore.ieee.org
A comprehensive set of security technology enablers will be critically required for
communication systems for the 6G era of the 2030s. Trustworthiness must be assured …

A survey on explainable AI for 6G O-RAN: Architecture, use cases, challenges and research directions

B Brik, H Chergui, L Zanzi, F Devoti, A Ksentini… - arXiv preprint arXiv …, 2023 - arxiv.org
The recent O-RAN specifications promote the evolution of RAN architecture by function
disaggregation, adoption of open interfaces, and instantiation of a hierarchical closed-loop …

Securing massive IoT in 6G: Recent solutions, architectures, future directions

A Alotaibi, A Barnawi - Internet of Things, 2023 - Elsevier
Abstract The Internet of things (IoT) is a fast evolving technology that enables the
development of smart services in numerous domains, such as transportation, health care …

Securing the internet of things in the age of machine learning and software-defined networking

F Restuccia, S D'oro, T Melodia - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) realizes a vision where billions of interconnected devices are
deployed just about everywhere, from inside our bodies to the most remote areas of the …

Artificial intelligence in open-radio access network

PH Masur, JH Reed, NK Tripathi - IEEE Aerospace and …, 2022 - ieeexplore.ieee.org
This article outlines the proposed open-radio access network (O-RAN) deployment for fifth-
generation (5G) wireless networks. O-RAN seeks to supplant hardware-specific radio …

[HTML][HTML] Deep data plane programming and AI for zero-trust self-driven networking in beyond 5G

O Hireche, C Benzaïd, T Taleb - Computer Networks, 2022 - Elsevier
Along with the high demand for network connectivity from both end-users and service
providers, networks have become highly complex; and so has become their lifecycle …