Automated attack and defense framework toward 5G security

Y Sun, Z Tian, M Li, C Zhu, N Guizani - IEEE Network, 2020 - ieeexplore.ieee.org
5G networks are currently being developed rapidly and are dedicated to connect all things of
the Internet with new technologies, components and services. Due to the crucial role of 5G …

Automated attack and defense framework for 5G security on physical and logical layers

Z Tian, Y Sun, S Su, M Li, X Du, M Guizani - arXiv preprint arXiv …, 2019 - arxiv.org
The 5th generation (5G) network adopts a great number of revolutionary technologies to
fulfill continuously increasing requirements of a variety of applications, including ultra-high …

Enhancing Security in 5G Networks: A Hybrid Machine Learning Approach for Attack Classification

HA Kholidy, A Berrouachedi… - 2023 20th ACS/IEEE …, 2023 - ieeexplore.ieee.org
Over the last decade, the demand for greater security in 5G networks has grown
significantly. Ensuring data security during transmission against external attacks has …

Artificial Intelligence and Machine Learning in 5G Network Security: Opportunities, advantages, and future research trends

N Haider, MZ Baig, M Imran - arXiv preprint arXiv:2007.04490, 2020 - arxiv.org
Recent technological and architectural advancements in 5G networks have proven their
worth as the deployment has started over the world. Key performance elevating factor from …

Machine learning for 5G security: Architecture, recent advances, and challenges

A Afaq, N Haider, MZ Baig, KS Khan, M Imran, I Razzak - Ad Hoc Networks, 2021 - Elsevier
The granularization of crucial network functions implementation using software-centric, and
virtualized approaches in 5G networks have brought forth unprecedented security …

Machine learning assisted security analysis of 5g-network-connected systems

T Saha, N Aaraj, NK Jha - IEEE Transactions on Emerging …, 2022 - ieeexplore.ieee.org
The core network architecture of telecommunication systems has undergone a paradigm
shift in the fifth-generation (5G) networks. 5G networks have transitioned to software-defined …

A survey on security and privacy of 5G technologies: Potential solutions, recent advancements, and future directions

R Khan, P Kumar, DNK Jayakody… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
Security has become the primary concern in many telecommunications industries today as
risks can have high consequences. Especially, as the core and enable technologies will be …

[PDF][PDF] 5G core network security issues and attack classification from network protocol perspective.

H Kim - J. Internet Serv. Inf. Secur., 2020 - isyou.info
Abstract Fifth-generation technology [5G] services commercialized in 2019 have not only
provided voice and data communication but also undergone significant structural changes in …

A triangular fuzzy based multicriteria decision making approach for assessing security risks in 5g networks

HA Kholidy - arXiv preprint arXiv:2112.13072, 2021 - arxiv.org
The emerging 5G network is a new global wireless standard after 1G, 2G, 3G, and 4G
networks. In comparison to 4G, it has lower latency, larger capacity, and more bandwidth …

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 …