On-Chain and Off-Chain Data Management for Blockchain-Internet of Things: A Multi-Agent Deep Reinforcement Learning Approach

YP Tsang, CKM Lee, K Zhang, CH Wu, WH Ip - Journal of Grid Computing, 2024 - Springer
… , with cloud storage and blockchain orchestrated over the peer-… chain of data blocks (ie,
ledger) for data decentralisation. … [9], they cannot efficiently address volatile data management …

Blockchain-based secure Unmanned Aerial Vehicles (UAV) in network design and optimization

S Hafeez - 2024 - theses.gla.ac.uk
… FL enables collaborative training of Machine Learning (ML) … enhance the security,
transparency, and decentralized control. … The longest chain is constructed to prevent further …

Blockchain: Perspectives and issues

S Sakho, Z Jianbiao, F Essaf… - Journal of Intelligent & …, 2019 - content.iospress.com
… in development and decentralized and secure applications, … to generate block chain system
transaction address [46]. The … not only interested in the volatile characters and optimization of …

Blockchain‐Envisioned Secure Authentication Approach in AIoT: Applications, Challenges, and Future Research

M Wazid, AK Das, Y Park - Wireless Communications and …, 2021 - Wiley Online Library
… happen due to machine learning and deep learning creating a … Again, the decentralized
nature of blockchain can also be … lacks in the set of regulatory oversight, which makes it a volatile

Iot data security with machine learning blckchain: Risks and countermeasures

KK Mondal, D Guha Roy - Deep Learning for Security and Privacy …, 2022 - Springer
… signatures or hash-based encryption in non-volatile memory. Aside … A privacy-conserving
SVM constructed classification had … Vulnerability: A decentralized framework is only as reliable

A Survey on Features of Decentralized Machine Learning in Multi-Agent Systems Networks

UE Habiba - papers.ssrn.com
… of decentralized ML. In Section III, we discuss the details of consumer security and privacy
threats of decentralized … component in the construction of contemporary decentralized protocol …

Machine Learning for Unmanned Aerial System (UAS) Networking

J Wang - 2021 - commons.erau.edu
… a swarm-oriented, decentralized, and efficient routing algorithm, OAODV. Based on
beamforming, OAODV can … algorithms are fundamental to networking construction. The topology…

Blockchain architecture

AM Saghiri - Advanced applications of blockchain technology, 2020 - Springer
Reinforcement learning based approach: … volatile, incomplete, and distributed information
about peers of the network [3, 30]. Reinforcement learning is a field of machine learning

EtherGIS: a vulnerability detection framework for Ethereum smart contracts based on graph learning features

Q Zeng, J He, G Zhao, S Li, J Yang… - 2022 IEEE 46th …, 2022 - ieeexplore.ieee.org
… bining expert-defined security patterns with deep learning. This paper … Memory is a volatile
space that can be read, written, and … Given the decentralized nature of Ethereum, miners can …

Distributed autonomous energy organizations: Next-generation blockchain applications for energy infrastructure

M Mylrea - Artificial intelligence for the Internet of everything, 2019 - Elsevier
blockchain-based smart contracts with machine learning and … data are secured in part through
the decentralized storage of … climate change, cyber security, and volatile financial systems. …