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

LK Ramasamy, FK KP, AL Imoize, JO Ogbebor… - IEEE …, 2021 - ieeexplore.ieee.org
… leverages the security advantages of a blockchain-based … a review of blockchain technology
and its integration with conventional WSNs, or blockchain-based wireless sensor networks (…

Machine learning based volatile block chain construction for secure routing in decentralized military sensor networks

S Rajasoundaran, SVNS Kumar, M Selvi… - … Networks, 2021 - Springer
… [15] reviewed various routing and security problems in unmanned vehicular … -based
scheme for sybil attack detection in underwater wireless sensor networks. In Proceedings of …

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

GG Gebremariam, J Panda… - Wireless communications …, 2023 - Wiley Online Library
… In this study, we proposed blockchain-based hybrid federated machine learning techniqe
for … Several related works and techniques have been reviewed for detecting and localizing …

[HTML][HTML] Machine learning for wireless sensor networks security: An overview of challenges and issues

R Ahmad, R Wazirali, T Abu-Ain - Sensors, 2022 - mdpi.com
… terms of training and the amount of data required for training. … for wireless sensor network
infrastructure and the security … about the security requirements in the WSNs, we review the …

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 … The wireless sensor networks (WSNs) play a vital role in the Internet of …

Towards designing a trusted routing scheme in wireless sensor networks: A new deep blockchain approach

IA Abd El-Moghith, SM Darwish - IEEE Access, 2021 - ieeexplore.ieee.org
… editor coordinating the review of this … using our PoA-DL blockchain solution. The proposed
approach is efficient since the most secure nodes are chosen by applying deep learning

A trusted distributed routing scheme for wireless sensor networks using blockchain and meta‐heuristics‐based deep learning technique

M Revanesh, V Sridhar - Transactions on Emerging …, 2021 - Wiley Online Library
… works of the research scholars were reviewed here in this section (Table 1). … Block chain
and reinforcement learning-based secured routing strategy in this paper. Here, the Block chain

[HTML][HTML] Blockchain for future wireless networks: A decade survey

T Rathod, NK Jadav, MD Alshehri, S Tanwar… - Sensors, 2022 - mdpi.com
AI training model is trustworthy or not. Hence, incorporating the … [61] reviewed the
blockchain-based applications through … prevents the attack in wireless sensor networks. …

[Retracted] Smart Grid Security Based on Blockchain with Industrial Fault Detection Using Wireless Sensor Network and Deep Learning Techniques

M Kandasamy, S Anto, K Baranitharan… - … of Sensors, 2023 - Wiley Online Library
… grid security and industry fault detection using a wireless sensor network with deep learning
… The purpose of this review is to give readers a greater understanding of the function and …

Machine learning for advanced wireless sensor networks: A review

T Kim, LF Vecchietti, K Choi, S Lee… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
… , few reviews have dealt with the applications of DL techniques in WSNs. In this review, recent
… Rasheed and RN Mahapatra, “The three-tier security scheme in wireless sensor networks