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
… Another deep learning method, referred to as Fully Decentralized Generative Adversarial …
a new routing protocol named Block Chain enabled secured Routing Protocol (GBCRP). …

[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
… ML and blockchain integration has recently emerged as a promising security approach
for … The decentralized nature of the blockchain contributes to the network's resilience by …

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 …

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
blocks for storing the information. Hence, this research introduces BC with distributed ledgers
based on tamper-proof, decentralizationbased volatile BC construction for securing routing

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 … method for WSN by means of
block chain and deep learning … is executed for protecting the decentralized database of wireless …

Lightweight blockchain assisted secure routing of swarm UAS networking

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

Evolutionary gravitational neocognitron neural network based block chain technology for a secured dynamic optimal routing in wireless sensor networks

R Satheeskumar, B Prakash, S Velliangiri… - … Artificial Intelligence, 2024 - Taylor & Francis
… Public blockchain is completely decentralised, private is only … and reinforcement learning
to recover security and routing … The conglomerate blockchain is constructed on the basis of …

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. …

Agent-based simulations of blockchain protocols illustrated via kadena's chainweb

T Chitra, M Quaintance, S Haber… - … Symposium on Security …, 2019 - ieeexplore.ieee.org
… portunities on centralized and decentralized exchanges, and … of volatile exchange prices
and derivatives markets on chain … Drawing inspiration from the reinforcement learning literature…