[HTML][HTML] Deep learning for cyber threat detection in IoT networks: A review

A Aldhaheri, F Alwahedi, MA Ferrag, A Battah - Internet of Things and Cyber …, 2024 - Elsevier
Abstract The Internet of Things (IoT) has revolutionized modern tech with interconnected
smart devices. While these innovations offer unprecedented opportunities, they also …

Machine learning approaches to IoT security: A systematic literature review

R Ahmad, I Alsmadi - Internet of Things, 2021 - Elsevier
With the continuous expansion and evolution of IoT applications, attacks on those IoT
applications continue to grow rapidly. In this systematic literature review (SLR) paper, our …

Anomaly-based intrusion detection system for IoT networks through deep learning model

T Saba, A Rehman, T Sadad, H Kolivand… - Computers and Electrical …, 2022 - Elsevier
Abstract The Internet of Things (IoT) idea has been developed to enhance people's lives by
delivering a diverse range of smart interconnected devices and applications in several …

[HTML][HTML] A comprehensive survey on IoT attacks: Taxonomy, detection mechanisms and challenges

T Sasi, AH Lashkari, R Lu, P **ong, S Iqbal - Journal of Information and …, 2024 - Elsevier
Abstract The Internet of Things (IoT) has set the way for the continuing digitalization of
society in various manners during the past decade. The IoT is a vast network of intelligent …

Anomaly-based intrusion detection systems in iot using deep learning: A systematic literature review

MA Alsoufi, S Razak, MM Siraj, I Nafea, FA Ghaleb… - Applied sciences, 2021 - mdpi.com
The Internet of Things (IoT) concept has emerged to improve people's lives by providing a
wide range of smart and connected devices and applications in several domains, such as …

A Comprehensive Survey on Machine Learning‐Based Intrusion Detection Systems for Secure Communication in Internet of Things

SVN Santhosh Kumar, M Selvi… - Computational …, 2023 - Wiley Online Library
The Internet of Things (IoT) is a distributed system which is made up of the connections of
smart objects (things) that can continuously sense the events in their sensing domain and …

Health care service delivery based on the Internet of things: A systematic and comprehensive study

M Usak, M Kubiatko, MS Shabbir… - International Journal …, 2020 - Wiley Online Library
Summary Today, the Internet of Things (IoT) becomes a heterogeneous and highly
distributed structure which can respond to the daily needs of people and different …

Intrusion detection in the iot under data and concept drifts: Online deep learning approach

OA Wahab - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Although the existing machine learning-based intrusion detection systems in the Internet of
Things (IoT) usually perform well in static environments, they struggle to preserve their …

A distributed ensemble design based intrusion detection system using fog computing to protect the internet of things networks

P Kumar, GP Gupta, R Tripathi - Journal of ambient intelligence and …, 2021 - Springer
With the development of internet of things (IoT), capabilities of computing, networking
infrastructure, storage of data and management have come very close to the edge of …

A Distributed framework for detecting DDoS attacks in smart contract‐based Blockchain‐IoT Systems by leveraging Fog computing

P Kumar, R Kumar, GP Gupta… - Transactions on …, 2021 - Wiley Online Library
With the advancement of blockchain technology, and the proliferation of Internet of things
(IoT)‐driven devices, the blockchain‐IoT applications is changing the perception and …