Malicious node detection using machine learning and distributed data storage using blockchain in WSNs

M Nouman, U Qasim, H Nasir, A Almasoud… - IEEE …, 2023 - ieeexplore.ieee.org
In the proposed work, blockchain is implemented on the Base Stations (BSs) and Cluster
Heads (CHs) to register the nodes using their credentials and also to tackle various security …

Blockchain-based wireless sensor networks for malicious node detection: A survey

LK Ramasamy, FK KP, AL Imoize, JO Ogbebor… - IEEE …, 2021 - ieeexplore.ieee.org
Wireless Sensor Networks (WSNs) are broadly applied for various applications in tracking
and surveillance due to their ease of use and other distinctive characteristics compelled by …

A new scheme for detecting malicious attacks in wireless sensor networks based on blockchain technology

MA Almaiah - Artificial intelligence and blockchain for future …, 2021 - Springer
Wireless sensor networks (WSNs) work in various domains such as smart cities, healthcare
domains, smart buildings and transportation. These networks share sensitive data across …

Blockchained service provisioning and malicious node detection via federated learning in scalable Internet of Sensor Things networks

Z Abubaker, N Javaid, A Almogren, M Akbar, M Zuair… - Computer Networks, 2022 - Elsevier
In this paper, a blockchained Beyond Fifth Generation (B5G) enabled malicious node
detection model is proposed for the Internet of Sensor Things (IoSTs). Moreover, a secure …

[HTML][HTML] Towards a lightweight security framework using blockchain and machine learning

S Ismail, M Nouman, DW Dawoud, H Reza - Blockchain: Research and …, 2024 - Elsevier
Cyber-attacks pose a significant challenge to the security of Internet of Things (IoT) sensor
networks, necessitating the development of robust countermeasures tailored to their unique …

Exploiting machine learning to detect malicious nodes in intelligent sensor‐based systems using blockchain

MBE Sajid, S Ullah, N Javaid, I Ullah… - Wireless …, 2022 - Wiley Online Library
In this paper, a blockchain‐based secure routing model is proposed for the Internet of
Sensor Things (IoST). The blockchain is used to register the nodes and store the data …

Blockchain‐Based Secure Localization against Malicious Nodes in IoT‐Based Wireless Sensor Networks Using Federated Learning

GG Gebremariam, J Panda… - … and mobile computing, 2023 - Wiley Online Library
Wireless sensor networks are the core of the Internet of Things and are used in healthcare,
locations, the military, and security. Threats to the security of wireless sensor networks built …

Ensuring security in edge computing through effective blockchain node detection

S Wang, Z Liu, H Wang, J Wang - Journal of Cloud Computing, 2023 - Springer
The rapid development of blockchain technology has garnered increasing attention,
particularly in the field of edge computing. It has become a significant subject of research in …

A blockchain-based deep-learning-driven architecture for quality routing in wireless sensor networks

ZA Khan, S Amjad, F Ahmed, AM Almasoud… - IEEE …, 2023 - ieeexplore.ieee.org
Over the past few years, great importance has been given to wireless sensor networks
(WSNs) as they play a significant role in facilitating the world with daily life services like …

Blockchain-based data storage with privacy and authentication in internet of things

R Goyat, G Kumar, M Alazab, M Conti… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) composed of large number of sensing devices with a variety of
features applicable for various applications. In such scenarios, due to low data handling …