Federated learning for internet of things: Recent advances, taxonomy, and open challenges

LU Khan, W Saad, Z Han, E Hossain… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) will be ripe for the deployment of novel machine learning
algorithm for both network and application management. However, given the presence of …

[HTML][HTML] A survey on the adoption of blockchain in iot: Challenges and solutions

MA Uddin, A Stranieri, I Gondal… - Blockchain: Research …, 2021 - Elsevier
Abstract Conventional Internet of Things (IoT) ecosystems involve data streaming from
sensors, through Fog devices to a centralized Cloud server. Issues that arise include privacy …

Integration of blockchain and federated learning for Internet of Things: Recent advances and future challenges

M Ali, H Karimipour, M Tariq - Computers & Security, 2021 - Elsevier
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 …

Blockchain-based initiatives: current state and challenges

S Alam, M Shuaib, WZ Khan, S Garg, G Kaddoum… - Computer Networks, 2021 - Elsevier
Blockchain is considered a distributed ledger that can transact securely and trustfully without
involving any third party. It has caused a lot of interest in various sectors, like government …

Blockchain technology: Emerging applications and use cases for secure and trustworthy smart systems

D B. Rawat, V Chaudhary, R Doku - Journal of Cybersecurity and Privacy, 2020 - mdpi.com
Blockchain, also known as a distributed ledger technology, stores different transactions/
operations in a chain of blocks in a distributed manner without needing a trusted third-party …

Evolution of V2X communication and integration of blockchain for security enhancements

R Shrestha, SY Nam, R Bajracharya, S Kim - Electronics, 2020 - mdpi.com
With the rapid evolution in wireless communications and autonomous vehicles, intelligent
and autonomous vehicles will be launched soon. Vehicle to Everything (V2X) …

Deep Reinforcement Learning for energy-aware task offloading in join SDN-Blockchain 5G massive IoT edge network

B Sellami, A Hakiri, SB Yahia - Future Generation Computer Systems, 2022 - Elsevier
Abstract The Internet-of-Things (IoT) edge allows cloud computing services for topology and
location-sensitive distributed computing. As an immediate benefit, it improves network …

An efficient approach based on privacy-preserving deep learning for satellite image classification

M Alkhelaiwi, W Boulila, J Ahmad, A Koubaa, M Driss - Remote Sensing, 2021 - mdpi.com
Satellite images have drawn increasing interest from a wide variety of users, including
business and government, ever since their increased usage in important fields ranging from …

On blockchain integration with supply chain: Overview on data transparency

H Hellani, L Sliman, AE Samhat, E Exposito - Logistics, 2021 - mdpi.com
Data transparency is essential in the modern supply chain to improve trust and boost
collaboration among partners. In this context, Blockchain is a promising technology to …

On the suitability of blockchain platforms for IoT applications: Architectures, security, privacy, and performance

S Brotsis, K Limniotis, G Bendiab, N Kolokotronis… - Computer Networks, 2021 - Elsevier
Blockchain and distributed ledger technologies have received significant interest in various
areas beyond the financial sector, with profound applications in the Internet of Things (IoT) …