Federated learning for healthcare domain-pipeline, applications and challenges

M Joshi, A Pal, M Sankarasubbu - ACM Transactions on Computing for …, 2022 - dl.acm.org
Federated learning is the process of developing machine learning models over datasets
distributed across data centers such as hospitals, clinical research labs, and mobile devices …

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 …

Reconfigurable intelligent surface reliable cooperative beamforming based on cascade/parallel hybrid networking

MM Elsherbini, OA Omer, M Salah - IEEE Access, 2023 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) is regarded as one of the main enablers in the
context of 6G wireless communications. It converts the conventionally uncontrolled wireless …

A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks

C Sandeepa, B Siniarski, N Kourtellis, S Wang… - ACM Computing …, 2023 - dl.acm.org
The upcoming Beyond 5G (B5G) and 6G networks are expected to provide enhanced
capabilities such as ultra-high data rates, dense connectivity, and high scalability. It opens …

Adversarial security mitigations of mmWave beamforming prediction models using defensive distillation and adversarial retraining

M Kuzlu, FO Catak, U Cali, E Catak, O Guler - International Journal of …, 2023 - Springer
The design of a security scheme for beamforming prediction is critical for next-generation
wireless networks (5G, 6G, and beyond). However, there is no consensus about protecting …

Blockchain-based decentralized service provisioning in local 6G mobile networks

T Maksymyuk, M Volosin, J Gazda… - Proceedings of the 19th …, 2021 - dl.acm.org
The paper presents a novel vision on the application of blockchain technology to empower
the dynamic service provisioning in future 6G mobile networks. We propose a platform for …

Large language models in 6G security: challenges and opportunities

T Nguyen, H Nguyen, A Ijaz, S Sheikhi… - arXiv preprint arXiv …, 2024 - arxiv.org
The rapid integration of Generative AI (GenAI) and Large Language Models (LLMs) in
sectors such as education and healthcare have marked a significant advancement in …

Developing wideband antenna based on the metamaterial and dielectric silicon load for THz spectrum

S Sharma, S Ebrahimi, FB Zarrabi - 2023 - researchsquare.com
THz antenna with wide bandwidth and high Q-factor is interesting for various application
including 6G application and THz sensing and controlling the surface current of the antenna …

[PDF][PDF] On Multi-Radio Multi-Server Powered Multi-Access Edge Computing

A Ali - 2023 - tara.tcd.ie
Highly intelligent, automated and ubiquitous digital world will be hallmark of the coming
decade. To achieve this, we need high-speed, highly-reliable connectivity between physical …

6G Data Analytics Platform for Applying Condition Monitoring in Smart Factory

M Arabshahi, HD Schotten - Proceedings of the 2023 5th International …, 2023 - dl.acm.org
5G is the new generation of mobile communication and many scientists are doing research
on it. Network Data Analytics Function (NWDAF) has been proposed to be a core function in …