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

S Rajasoundaran, SVNS Kumar, M Selvi… - Wireless …, 2021 - Springer
… , a new secure routing algorithm that uses the block chain technology and the intrusion detection
system developed which is developed in this work using deep learning … for securing the …

Securing wireless sensor networks using machine learning and blockchain: A review

S Ismail, DW Dawoud, H Reza - Future Internet, 2023 - mdpi.com
based technology was considered in [142] as an effective lightweight network to authenticate
and protect routing … model for a decentralized architecture to secure WSN routing through a …

An improved blockchain based encryption scheme for secure routing in wireless sensor network using machine learning technique

U Meena, P Sharma - Transactions on Emerging …, 2023 - Wiley Online Library
… BC with distributed ledgers based on tamper-proof, decentralization, and tracing data …
ML-based volatile BC construction for securing routing in MSN is presented to overcome …

SDBGPChain: A decentralized low complexity framework to detect and prevent the BGPattacks using SDN with smart contract based Dendrimer tree blockchain

TL Kayathri, N Kumaresan, R Vijayabhasker - Computer Networks, 2023 - Elsevier
security to BGP attacks using deep learning and blockchain … time during block validation
by constructing the blocks as … Security is improved by using hotstuff method of volatile leader …

A Deep-DrpXML and IAG-GWO based CHST fostered blockchain technology for secured dynamic optimal routing for wireless sensor networks

R Anitha, BR Bapu - Journal of Intelligent & Fuzzy Systems, 2022 - content.iospress.com
… The existing routing protocol is dynamically volatile during real … method for WSN by means
of block chain and deep learning … As a decentralized system, the blockchain network provides …

Lightweight blockchain assisted secure routing of swarm UAS networking

J Wang, Y Liu, S Niu, H Song - Computer Communications, 2021 - Elsevier
… With the mobility and the volatile batteries, each UAS, under the … construction and
synchronization to achieve lightweight … The optimized selection of HTLC based on machine

[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
… The decentralized nature of the blockchain contributes to the network's resilience by
eliminating a single point of failure [6]. Data become tamper-proof once added to the …

Analysis of the security and reliability of cryptocurrency systems using knowledge discovery and machine learning methods

Z Shahbazi, YC Byun - Sensors, 2022 - mdpi.com
… This study suggests an AI-based trustworthy architecture that uses decentralized blockchain
… The reasoning process follows constructing knowledge, exploring possibilities and the …

Privacy-preserving data mining on blockchain-based wsns

N Hrovatin, A Tošić, M Mrissa, B Kavšek - Applied Sciences, 2022 - mdpi.com
… , is to share the partially constructed models so that each … onion routing technique for
privacy-preserving decentralized … Here, by “traditional” data mining, we mean machine learning

SquirRL: Automating attack analysis on blockchain incentive mechanisms with deep reinforcement learning

C Hou, M Zhou, Y Ji, P Daian, F Tramer, G Fanti… - arXiv preprint arXiv …, 2019 - arxiv.org
… The environment construction depends on the precise incentive mechanism (and underlying
… particularly well on blockchains with low (and hence more volatile) total hash power. …