[HTML][HTML] Situ-Oracle: A Learning-Based Situation Analysis Framework for Blockchain-Based IoT Systems

H Bian, W Zhang, CK Chang - Blockchains, 2024 - mdpi.com
The decentralized nature of blockchain enables data traceability, transparency, and
immutability as complementary security features to the existing Internet of Things (IoT) …

Situ-Oracle: A Learning-Based Situation Analysis Servicing Framework for BIoT Systems

H Bian, W Zhang, CK Chang - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The emergence of blockchain technologies and the rapid growth of the Internet of Things
(IoT) have brought blockchain-premised IoT (BIoT) systems into the focus of recent studies …

Towards context-aware smart contracts for Blockchain IoT systems

L Ngwira, MM Merlec, YK Lee… - … Conference on Information …, 2021 - ieeexplore.ieee.org
Context-awareness is very essential for blockchain-based IoT systems to guarantee
successful system operations, even in presence of frequent external environment changes …

Machine Learning Approaches in Blockchain Technology-Based IoT Security: An Investigation on Current Developments and Open Challenges

P Hemashree, V Kavitha, SB Mahalakshmi… - Blockchain …, 2024 - Springer
In recent times, the implementation of blockchain technology has gained wide popularity in
various applications such as healthcare, Internet of Things (IoT), and business, due to its …

To chain or not to chain: A reinforcement learning approach for blockchain-enabled IoT monitoring applications

N Mhaisen, N Fetais, A Erbad, A Mohamed… - Future Generation …, 2020 - Elsevier
Traceability and autonomous business logic execution are highly desirable features in IoT
monitoring applications. Traceability enables verifying signals' history for security or …

Deep reinforcement learning for blockchain in industrial IoT: A survey

Y Wu, Z Wang, Y Ma, VCM Leung - Computer Networks, 2021 - Elsevier
With the ambitious plans of renewal and expansion of industrialization in many countries,
the efficiency, agility and cost savings potentially resulting from the application of industrial …

Secure and Private ML-based Cybersecurity Framework for Industrial Internet of Things (IIoT)

A Yazdinejad - 2024 - atrium.lib.uoguelph.ca
The advent of the Industrial Internet of Things (IIoT) has revolutionized the operation and
efficiency of various industries. However, it has also introduced unprecedented threats …

The Combination of Blockchain and the Internet of Things (IoT): Applications, Opportunities, and Challenges for Industry

T Anwar, GA Khan, Z Ashraf, ZA Ansari… - … Machine Learning for …, 2024 - taylorfrancis.com
The utilization of blockchain technology is becoming increasingly prevalent in both
academia and industry due to its decentralized and distributed nature, which offers …

A blockchain-based machine learning intrusion detection system for internet of things

J Kaur, G Singh - Principles and Practice of Blockchains, 2022 - Springer
Abstract The Internet of Things (IoT) is the major evolution of Internet also known as Internet
of Everything which made a network with smart sensors heterogeneous devices. Nowadays …

[PDF][PDF] A Secure Reputation-based Consensus Scheme for Robust Decision-making in a Lightweight Machine-learning Framework for IoT Blockchain Networks

C Rawlins, J Sarangapani - caecommunity.org
• A blockchain is a decentralized network for recording arbitrary data in a transaction format,
and cannot be implemented on IoT directly• Seek to condense blockchain knowledge with …