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 …

PPSS: A privacy-preserving secure framework using blockchain-enabled federated deep learning for industrial IoTs

D Hamouda, MA Ferrag, N Benhamida… - Pervasive and Mobile …, 2023 - Elsevier
The growing reliance of industry 4.0/5.0 on emergent technologies has dramatically
increased the scope of cyber threats and data privacy issues. Recently, federated learning …

HBFL: A hierarchical blockchain-based federated learning framework for collaborative IoT intrusion detection

M Sarhan, WW Lo, S Layeghy, M Portmann - Computers and Electrical …, 2022 - Elsevier
The continuous strengthening of the security posture of Internet of Things (IoT) ecosystems
is vital due to the increasing number of interconnected devices and the volume of sensitive …

P2tif: A blockchain and deep learning framework for privacy-preserved threat intelligence in industrial iot

P Kumar, R Kumar, GP Gupta, R Tripathi… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
The industrial Internet of Things (IIoT) is a fast-growing network of Internet-connected
sensing and actuating devices aimed to enhance manufacturing and industrial operations …

ρi-BLoM: a privacy preserving framework for the industrial IoT based on blockchain and machine learning

N Hasan, K Chaudhary - … Journal of System Assurance Engineering and …, 2024 - Springer
Abstract The Industrial Internet of Things (IoT) comes together with different services,
industrial applications, sensors, machines, and databases. Industrial IoT is improving the …

Blockchain and federated learning-based intrusion detection approaches for edge-enabled industrial IoT networks: A survey

S Ali, Q Li, A Yousafzai - Ad Hoc Networks, 2024 - Elsevier
The industrial internet of things (IIoT) is an evolutionary extension of the traditional Internet of
Things (IoT) into processes and machines for applications in the industrial sector. The IIoT …

An artificial intelligence lightweight blockchain security model for security and privacy in IIoT systems

S Selvarajan, G Srivastava, AO Khadidos… - Journal of Cloud …, 2023 - Springer
Abstract The Industrial Internet of Things (IIoT) promises to deliver innovative business
models across multiple domains by providing ubiquitous connectivity, intelligent data …

Secure intelligent fuzzy blockchain framework: Effective threat detection in iot networks

A Yazdinejad, A Dehghantanha, RM Parizi… - Computers in …, 2023 - Elsevier
Integrating blockchain into the Internet of Things (IoT) for security is a new development in
computational communication systems. While security threats are changing their strategies …

[图书][B] Blockchain and Machine Learning for IoT Security

M Azrour, J Mabrouki, A Guezzaz, S Benkirane - 2024 - books.google.com
The Internet of Things (IoT) involves physical devices, cars, household appliances, and any
other physical appliance equipped with sensors, software, and network connections to …

Enhancing IoT security: a collaborative framework integrating federated learning, dense neural networks, and blockchain

A Nazir, J He, N Zhu, MS Anwar, MS Pathan - Cluster Computing, 2024 - Springer
The recent expansion of the IoT ecosystem has not only significantly increased connectivity
but also introduced new security challenges. To address emerging security challenges, this …