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 …

[HTML][HTML] Design of a security and trust framework for 5G multi-domain scenarios

JM Jorquera Valero, PM Sánchez Sánchez… - Journal of Network and …, 2022 - Springer
With the expansion of 5G networks, new business models are arising where multi-tenancy
and active infrastructure sharing will be key enablers for them. With these new opportunities …

A trust and explainable federated deep learning framework in zero touch b5g networks

SB Saad, B Brik, A Ksentini - GLOBECOM 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
The emergent Zero touch Service and Management (ZSM) paradigm aims to automate the
orchestration and management of running network slices, in Beyond 5G networks (B5G) …

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 …

AI and 6G security: Opportunities and challenges

Y Siriwardhana, P Porambage… - 2021 Joint European …, 2021 - ieeexplore.ieee.org
While 5G is well-known for network cloudification with micro-service based architecture, the
next generation networks or the 6G era is closely coupled with intelligent network …

Ai-based autonomic and scalable security management architecture for secure network slicing in b5g

C Benzaid, T Taleb, JS Song - IEEE Network, 2022 - ieeexplore.ieee.org
The vital importance of securing 5G and beyond networks while meeting their stringent
performance requirements has promoted the recent shift towards fully automated and smart …

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 …

Toward zero-touch management and orchestration of massive deployment of network slices in 6G

H Chergui, A Ksentini, L Blanco… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
6G systems are expected to serve a massive number of extremely heterogeneous network
slices that cross multiple technological domains (ie, RAN, edge, cloud, and core), posing …

Secure the 5G and beyond networks with zero trust and access control systems for cloud native architectures

HA Kholidy, K Disen, A Karam… - 2023 20th ACS/IEEE …, 2023 - ieeexplore.ieee.org
5G networks are highly distributed, built on an open service-based architecture that requires
multi-vendor hardware and software development environments, all of which create a high …

Zero touch realization of pervasive artificial intelligence as a service in 6G networks

E Baccour, MS Allahham, A Erbad… - IEEE …, 2023 - ieeexplore.ieee.org
The vision of the upcoming 6G technologies, characterized by ultra-dense networks, low
latency, and fast data rate, is to support pervasive artificial intelligence (PAI) using zero …