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 …

A novel trust evaluation process for secure localization using a decentralized blockchain in wireless sensor networks

TH Kim, R Goyat, MK Rai, G Kumar… - IEEE …, 2019 - ieeexplore.ieee.org
In this research paper, blockchain-based trust management model is proposed to enhance
trust relationship among beacon nodes and to eradicate malicious nodes in Wireless Sensor …

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 …

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 secure localization scheme based on trust assessment for WSNs using blockchain technology

R Goyat, G Kumar, M Alazab, R Saha, R Thomas… - Future Generation …, 2021 - Elsevier
Abstract Wireless Sensor Network (WSN) is one of the integral part of the present ubiquitous
and pervasive computing. The smartness of the applications is incomplete without WSNs …

Blockchain powered secure range-free localization in wireless sensor networks

R Goyat, G Kumar, MK Rai, R Saha, R Thomas… - Arabian Journal for …, 2020 - Springer
A novel trust-based range-free secure algorithm using blockchain technology is considered
in hostile WSNs for localization. The trust values of beacon nodes are evaluated against …

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 …

Deep learning and onion routing-based collaborative intelligence framework for smart homes underlying 6g networks

NK Jadav, R Gupta, MD Alshehri… - … on Network and …, 2022 - ieeexplore.ieee.org
Sensor communication in the smart home environment is still in its infancy as the information
exchange between sensors is vulnerable to security threats. Many traditional solutions use …

[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 …