[HTML][HTML] Enhancing IoT network security through deep learning-powered Intrusion Detection System

SA Bakhsh, MA Khan, F Ahmed, MS Alshehri, H Ali… - Internet of Things, 2023 - Elsevier
The rapid growth of the Internet of Things (IoT) has brought about a global concern for the
security of interconnected devices and networks. This necessitates the use of efficient …

Review of artificial intelligence for enhancing intrusion detection in the internet of things

M Saied, S Guirguis, M Madbouly - Engineering Applications of Artificial …, 2024 - Elsevier
Internet of Things is shaping the quality of living standard. With the rapid growth and
expansion of adopting IoT-based approaches, their security represents a growing challenge …

A lightweight optimized deep learning-based host-intrusion detection system deployed on the edge for IoT

I Idrissi, M Mostafa Azizi… - International Journal of …, 2021 - journal.uob.edu.bh
The Internet of Things (IoT) is now present in every domain from applications in smart
homes, Smart Cities, Industrial Internet of Things (IIoT), such as e-Health, and beyond. The …

lIDS-SIoEL: intrusion detection framework for IoT-based smart environments security using ensemble learning

C Hazman, A Guezzaz, S Benkirane, M Azrour - Cluster Computing, 2023 - Springer
Smart cities are being enabled all around the world by Internet of Things (IoT) applications.
A smart city idea necessitates the integration of information and communication …

Internet of Things security: A survey

FA Alaba, M Othman, IAT Hashem, F Alotaibi - Journal of Network and …, 2017 - Elsevier
Abstract The Internet of things (IoT) has recently become an important research topic
because it integrates various sensors and objects to communicate directly with one another …

[HTML][HTML] A framework for malicious traffic detection in IoT healthcare environment

F Hussain, SG Abbas, GA Shah, IM Pires, UU Fayyaz… - Sensors, 2021 - mdpi.com
The Internet of things (IoT) has emerged as a topic of intense interest among the research
and industrial community as it has had a revolutionary impact on human life. The rapid …

Survey of intrusion detection systems towards an end to end secure internet of things

AA Gendreau, M Moorman - … on future internet of things and …, 2016 - ieeexplore.ieee.org
The Internet of Things (IoT) is one of the largest technological evolutions of computing, by
2022 it is estimated that a trillion IP addresses (objects) will be connected to the Internet. The …

ToN_IoT: The role of heterogeneity and the need for standardization of features and attack types in IoT network intrusion data sets

TM Booij, I Chiscop, E Meeuwissen… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is reshaping our connected world as the number of lightweight
devices connected to the Internet is rapidly growing. Therefore, high-quality research on …

[HTML][HTML] Transfer-learning-based intrusion detection framework in IoT networks

E Rodríguez, P Valls, B Otero, JJ Costa, J Verdú… - Sensors, 2022 - mdpi.com
Cyberattacks in the Internet of Things (IoT) are growing exponentially, especially zero-day
attacks mostly driven by security weaknesses on IoT networks. Traditional intrusion …

Feature analysis for machine learning-based IoT intrusion detection

M Sarhan, S Layeghy, M Portmann - arXiv preprint arXiv:2108.12732, 2021 - arxiv.org
Internet of Things (IoT) networks have become an increasingly attractive target of
cyberattacks. Powerful Machine Learning (ML) models have recently been adopted to …