Integration of blockchain and federated learning for Internet of Things: Recent advances and future challenges
The role of the Internet of Things (IoT) in the revolutionized society cannot be overlooked.
The IoT can leverage advanced machine learning (ML) algorithms for its applications …
The IoT can leverage advanced machine learning (ML) algorithms for its applications …
Applications of explainable AI for 6G: Technical aspects, use cases, and research challenges
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 …
6G also surfaced. Researchers expect 6G to have higher bandwidth, coverage, reliability …
Blockchain-based cross-domain authentication for intelligent 5G-enabled internet of drones
C Feng, B Liu, Z Guo, K Yu, Z Qin… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
While 5G can facilitate high-speed Internet access and make over-the-horizon control a
reality for unmanned aerial vehicles (UAVs; also known as drones), there are also potential …
reality for unmanned aerial vehicles (UAVs; also known as drones), there are also potential …
Feddetect: A novel privacy-preserving federated learning framework for energy theft detection in smart grid
In smart grids, a major challenge is how to effectively utilize consumers' energy consumption
data while preserving security and privacy. In this article, we tackle this challenging issue …
data while preserving security and privacy. In this article, we tackle this challenging issue …
Learning-based queue-aware task offloading and resource allocation for space–air–ground-integrated power IoT
Space-air-ground-integrated power Internet of Things (SAG-PIoT) can provide ubiquitous
communication and computing services for PIoT devices deployed in remote areas. In SAG …
communication and computing services for PIoT devices deployed in remote areas. In SAG …
[HTML][HTML] Approaches towards blockchain innovation: A survey and future directions
D Guru, S Perumal, V Varadarajan - Electronics, 2021 - mdpi.com
A blockchain is a decentralized peer to peer platform which provides security services based
on some key concepts, namely authentication, confidentiality, integrity and authorization. It is …
on some key concepts, namely authentication, confidentiality, integrity and authorization. It is …
Experience-driven attack design and federated-learning-based intrusion detection in industry 4.0
The advent of Industry 4.0 facilitates the Int-ernet-of-Things-based-transactive energy system
(IoTES), which enables innovative services with numerous independent distributed systems …
(IoTES), which enables innovative services with numerous independent distributed systems …
Adaptive and dynamic security in AI-empowered 6G: From an energy efficiency perspective
Emerging AI-empowered services and techniques, such as connected vehicle, intelligent
industry, and smart city, are forthcoming with the sixth generation (6G) cellular network to …
industry, and smart city, are forthcoming with the sixth generation (6G) cellular network to …
Privacy for 5G-supported vehicular networks
Vehicular networks allow billions of vehicular users to be connected to report and exchange
real-time data for offering various services, such as navigation, ride-hailing, smart parking …
real-time data for offering various services, such as navigation, ride-hailing, smart parking …
PRS-P2P: A prosumer recommender system for secure P2P energy trading using Q-learning towards 6G
In this paper, we present a secure Peer-to-Peer (P2P) trading system for residential houses
that aims to maximize energy sharing and improve the operational effectiveness of utility …
that aims to maximize energy sharing and improve the operational effectiveness of utility …