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 …

MEC-enabled 5G use cases: a survey on security vulnerabilities and countermeasures

P Ranaweera, A Jurcut, M Liyanage - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
The future of mobile and internet technologies are manifesting advancements beyond the
existing scope of science. The concepts of automated driving, augmented-reality, and …

Federated learning for cybersecurity: Concepts, challenges, and future directions

M Alazab, SP RM, M Parimala… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Federated learning (FL) is a recent development in artificial intelligence, which is typically
based on the concept of decentralized data. As cyberattacks are frequently happening in the …

The roadmap to 6G security and privacy

P Porambage, G Gür, DPM Osorio… - IEEE Open Journal …, 2021 - ieeexplore.ieee.org
Although the fifth generation (5G) wireless networks are yet to be fully investigated, the
visionaries of the 6th generation (6G) echo systems have already come into the discussion …

Energy-efficient resource allocation for 6G backscatter-enabled NOMA IoV networks

WU Khan, MA Javed, TN Nguyen… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The integration of Ambient Backscatter Communication (AmBC) with Non-Orthogonal
Multiple Access (NOMA) is expected to support connectivity of low-powered Internet-of …

[HTML][HTML] Survey on blockchain for future smart grids: Technical aspects, applications, integration challenges and future research

C Yapa, C De Alwis, M Liyanage, J Ekanayake - Energy Reports, 2021 - Elsevier
Smart Grid 2.0 is envisaged to automate the operations of the intelligent electricity grid.
Blockchain and smart contracts are integrated to facilitate the transformation from DSO …

6G security challenges and potential solutions

P Porambage, G Gür, DPM Osorio… - 2021 Joint European …, 2021 - ieeexplore.ieee.org
Although the fifth generation wireless networks are yet to be fully investigated, the vision and
key elements of the 6th generation (6G) ecosystem have already come into discussion. In …

Applications of explainable AI for 6G: Technical aspects, use cases, and research challenges

S Wang, MA Qureshi, L Miralles-Pechuan… - arXiv preprint arXiv …, 2021 - arxiv.org
When 5G began its commercialisation journey around 2020, the discussion on the vision of
6G also surfaced. Researchers expect 6G to have higher bandwidth, coverage, reliability …

Swarm intelligence for next-generation networks: Recent advances and applications

QV Pham, DC Nguyen, S Mirjalili, DT Hoang… - Journal of Network and …, 2021 - Elsevier
In next-generation networks (NGN), a very large number of devices and applications are
emerged, along with the heterogeneity of technologies, architectures, mobile data, etc., and …

Intelligent radio signal processing: A survey

QV Pham, NT Nguyen, T Huynh-The, LB Le… - IEEE …, 2021 - ieeexplore.ieee.org
Intelligent signal processing for wireless communications is a vital task in modern wireless
systems, but it faces new challenges because of network heterogeneity, diverse service …