Ml-based 5g network slicing security: A comprehensive survey

R Dangi, A Jadhav, G Choudhary, N Dragoni… - Future Internet, 2022 - mdpi.com
Fifth-generation networks efficiently support and fulfill the demands of mobile broadband
and communication services. There has been a continuing advancement from 4G to 5G …

Secure5G: A deep learning framework towards a secure network slicing in 5G and beyond

A Thantharate, R Paropkari, V Walunj… - 2020 10th annual …, 2020 - ieeexplore.ieee.org
Network Slicing will play a vital role in enabling a multitude of 5G applications, use cases,
and services. Network slicing functions will provide an end-to-end isolation between slices …

Towards secure and intelligent network slicing for 5g networks

F Salahdine, Q Liu, T Han - IEEE Open Journal of the Computer …, 2022 - ieeexplore.ieee.org
Network slicing is one of the emerging technologies allowing resource sharing among
different network entities in 5G networks. It enables delivering smart, critical, and multi …

A Survey on Network Slicing Security: Attacks, Challenges, Solutions and Research Directions

C De Alwis, P Porambage, K Dev… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The dawn of softwarized networks enables Network Slicing (NS) as an important technology
towards allocating end-to-end logical networks to facilitate diverse requirements of emerging …

5g network slicing: Analysis of multiple machine learning classifiers

M Malkoc, HA Kholidy - arXiv preprint arXiv:2310.01747, 2023 - arxiv.org
The division of one physical 5G communications infrastructure into several virtual network
slices with distinct characteristics such as bandwidth, latency, reliability, security, and service …

An experimental 5g testbed for secure network slicing evaluation

HA Kholidy, A Karam, JH Reed… - 2022 IEEE Future …, 2022 - ieeexplore.ieee.org
Network slicing is a key feature of 5G that enables network operators to physically segregate
traffic on different radio networks, slice a single network, or combine the capacity of multiple …

5G network slicing: A security overview

RF Olimid, G Nencioni - Ieee Access, 2020 - ieeexplore.ieee.org
The fifth-generation (5G) of cellular networks is currently under deployment by network
operators, and new 5G end-user devices are about to be commercialized by many …

Network slicing in 5G and the security concerns

A Mathew - 2020 Fourth International conference on computing …, 2020 - ieeexplore.ieee.org
The fifth-generation (5G) of mobile communications is currently being rolled out, with service
providers adopting it in their networks. 5G enables the connection of multiple devices and …

Optimal 5G network slicing using machine learning and deep learning concepts

MH Abidi, H Alkhalefah, K Moiduddin, M Alazab… - Computer Standards & …, 2021 - Elsevier
Network slicing is predetermined to hold up the diversity of emerging applications with
enhanced performance and flexibility requirements in the way of splitting the physical …

DeepSlice: A deep learning approach towards an efficient and reliable network slicing in 5G networks

A Thantharate, R Paropkari, V Walunj… - 2019 IEEE 10th …, 2019 - ieeexplore.ieee.org
Existing cellular communications and the upcoming 5G mobile network requires meeting
high-reliability standards, very low latency, higher capacity, more security, and high-speed …