A Survey of Machine Learning in Edge Computing: Techniques, Frameworks, Applications, Issues, and Research Directions

O Jouini, K Sethom, A Namoun, N Aljohani, MH Alanazi… - Technologies, 2024 - mdpi.com
Internet of Things (IoT) devices often operate with limited resources while interacting with
users and their environment, generating a wealth of data. Machine learning models interpret …

Scenarios analysis and performance assessment of blockchain integrated in 6G scenarios

B Li, G Cheng, H Gao, X Yan, S Deng - Science China Information …, 2024 - Springer
Emerging applications such as smart city infrastructures and virtual reality landscapes are
setting rigorous benchmarks for 6G mobile networks, requiring elevated levels of …

[HTML][HTML] Towards Collaborative Edge Intelligence: Blockchain-Based Data Valuation and Scheduling for Improved Quality of Service

Y Du, Z Wang, C Leung, VCM Leung - Future Internet, 2024 - mdpi.com
Collaborative edge intelligence, a distributed computing paradigm, refers to a system where
multiple edge devices work together to process data and perform distributed machine …

Blockchain and 6G: Pioneering New Dimensions in Metaverse Marketing

IU Din, A Almogren, BS Kim - IEEE Access, 2024 - ieeexplore.ieee.org
New opportunities in the field of digital marketing, notably in the Metaverse, have been
made possible by the rising use of 6G networks and blockchain technology. In the context of …

Enhancing Security Using Quantum Blockchain in Consumer IoT Networks

MS Peelam, V Chamola - IEEE Transactions on Consumer …, 2024 - ieeexplore.ieee.org
Blockchain technology, renowned for its ability to securely store data, hashes, and
signatures permanently, faces unprecedented challenges in secure Consumer IoT (CIoT) …

Blockchain-Enabled Vehicle Lifecycle Management With Predictive Maintenance using Federated Learning

MS Peelam, K Shah, V Chamola… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The traditional landscape of vehicle lifecycle management systems has several issues,
including widespread fraud, opaque processes, and limited accessibility. As a result, there is …

Smart Contract-Based Access Control Scheme for Blockchain Assisted 6G-Enabled IoT-Based Big Data Driven Healthcare Cyber Physical Systems

S Saha, AK Das, M Wazid, YH Park… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
6G (sixth-generation wireless), the successor to 5G cellular technology, operates at higher
frequencies than its predecessor and supports significantly greater capacity and markedly …

PACE: Reputation-Driven Hierarchical Incentive Mechanism for Trusted Healthcare Transactions in Model Marketplace

J Lu, X Dou, B Rathore, RH Jhaveri… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Federated learning-based model marketplaces have the potential to securely leverage
healthcare data for efficient healthcare transactions. However, the willingness to participate …

Causal Effects of Adversarial Attacks on AI Models in 6G Consumer Electronics

D Guo, Z Feng, Z Zhang, F Khan… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Adversarial examples are security risks in the implementation of artificial intelligence (AI) in
6G Consumer Electronics. Deep learning models are highly susceptible to adversarial …

Blockchain-Based Secure 5G/6G Communication for Internet of Things Devices in Consumer Electronic Systems

LM Alkwai, K Yadav - IEEE Transactions on Consumer …, 2024 - ieeexplore.ieee.org
In recent years, blockchain technology has gained prominence beyond cryptocurrencies,
finding applications in smart grids and the Internet of Things (IoT). With advancements in AI …