FDC: A secure federated deep learning mechanism for data collaborations in the Internet of Things

B Yin, H Yin, Y Wu, Z Jiang - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
trusted collaboration blockchain and the data registration blockchain. Then, we implement a
federated deep learning … The smart contract interface for initiating federated deep learning is …

A deep blockchain framework-enabled collaborative intrusion detection for protecting IoT and cloud networks

O Alkadi, N Moustafa, B Turnbull… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… ) deep learning algorithm to deal with sequential network data and is assessed using the
data sets of UNSW-NB15 and BoT-IoT… and IoT networks to discover cyberattacks and safeguard …

Iot passport: A blockchain-based trust framework for collaborative internet-of-things

B Tang, H Kang, J Fan, Q Li, R Sandhu - … of the 24th ACM symposium on …, 2019 - dl.acm.org
… Thus, we aim at a trustworthy solution with privacy-aware mechanisms. … Dynamic access
control policy based on blockchain and machine learning for the internet of things. Int. J. …

A privacy-preserving-based secure framework using blockchain-enabled deep-learning in cooperative intelligent transport system

R Kumar, P Kumar, R Tripathi, GP Gupta… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… The framework is further validated and tested using two publicly available ToN-IoT and
CICIDS-… The components of this framework is explained below: 1) Trusted Authority (л): л is a …

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
trusted nodes and the RUs are considered as fully trusted … First, we have registered each
IoT node in the P2TIF framework … 3(a) illustrates the time taken by 50 IoT nodes for registration …

A framework for collaborative learning in secure high-dimensional space

M Imani, Y Kim, S Riazi, J Messerly… - 2019 IEEE 12th …, 2019 - ieeexplore.ieee.org
Internet of Things (IoT) applications often analyze collected data using machine learning
We address several technical challenges to enable HDbased trustworthy, collaborative learning

Deep learning and blockchain-empowered security framework for intelligent 5G-enabled IoT

S Rathore, JH Park, H Chang - IEEE access, 2021 - ieeexplore.ieee.org
… not meet the requirement of 5G-enabled IoT including its unique characteristic of low … Deep
Learning (DL) and blockchain-empowered security framework for intelligent 5G-enabled IoT

Collaborate edge and cloud computing with distributed deep learning for smart city internet of things

H Wu, Z Zhang, C Guan, K Wolter… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… work collaboratively to satisfy the requirements of city IoT applications. In this article, we
consider … , including the collaboration of MCC and MEC. A distributed deep learning-driven task …

An efficient deep learning framework for intelligent energy management in IoT networks

T Han, K Muhammad, T Hussain… - … Internet of Things …, 2020 - ieeexplore.ieee.org
… Smart grids are the secure and trustworthy locations to distribute the electric energy among
… is the Head of the “Active and collaborative techniques and use of technologic resources in …

TP2SF: A Trustworthy Privacy-Preserving Secured Framework for sustainable smart cities by leveraging blockchain and machine learning

P Kumar, GP Gupta, R Tripathi - Journal of Systems Architecture, 2021 - Elsevier
… However, another challenge is deployment of the collaborative framework in … machine
learning are the main focus of this study. Several studies to improve trustworthiness among IoT