4.0 Article

Towards Secure and Intelligent Network Slicing for 5G Networks

期刊

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/OJCS.2022.3161933

关键词

Security; Network slicing; 5G mobile communication; Resource management; Quality of service; Costs; Throughput; 5G networks; security; network slicing; resource management; orchestration; isolation; artfificial intelligence

资金

  1. US National Science Foundation [2147821, 2147623, 2047655, 2049875]
  2. Presidential Postdoctoral Fellowship
  3. Direct For Computer & Info Scie & Enginr
  4. Division Of Computer and Network Systems [2147623] Funding Source: National Science Foundation
  5. Dir for Tech, Innovation, & Partnerships
  6. Translational Impacts [2049875] Funding Source: National Science Foundation
  7. Division Of Computer and Network Systems
  8. Direct For Computer & Info Scie & Enginr [2047655, 2147821] Funding Source: National Science Foundation

向作者/读者索取更多资源

Network slicing is an emerging technology in 5G networks that enables resource sharing among different network entities. However, security issues pose challenges to the implementation of network slicing. This paper extensively investigates the security issues and presents solutions to ensure security within and outside network slices in 5G networks.
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-services with distinctive requirements transiting from network as an infrastructure to network as a service setup. Although its advantages, it is facing several challenges raised from isolation and resource sharing among services leading to security issues. Security is a critical problem for network slicing as slices serving customized services with different requirements may also have different security levels and policies. Thus, considering the impact of these security issues on network slices is required when defining and designing security protocols. Addressing these challenges is necessary to protect users' security and privacy while maintaining the required performance and QoS. Most of the existing works covered only one or more aspects of the network slicing including, architecture, taxonomy, challenges, security issues, attacks classification, possible solutions, and future scope. In this paper, we extensively investigated all these aspects and others, we analyzed how the security can be ensured inside and outside of the network slices with resource isolation, machine learning, and cryptography with an E2E security. We presented a deep review of the security issues threatening the network slicing and how to mitigate them over a multi-domain infrastructure in 5G networks. we evaluated the performance of some of these solutions in preventing malicious attacks through experiments using Open Air Interface.

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