Rdtids: Rules and decision tree-based intrusion detection system for internet-of-things networks

MA Ferrag, L Maglaras, A Ahmim, M Derdour… - Future internet, 2020 - mdpi.com
This paper proposes a novel intrusion detection system (IDS), named RDTIDS, for Internet-of-
Things (IoT) networks. The RDTIDS combines different classifier approaches which are …

A hierarchical deep learning-based intrusion detection architecture for clustered internet of things

R Elsayed, R Hamada, M Hammoudeh… - Journal of Sensor and …, 2022 - mdpi.com
The Internet of Things (IoT) system's ever-expanding attack surface calls for a new intrusion
detection system (IDS). These systems may include thousands of wireless devices that need …

Detecting cybersecurity attacks in internet of things using artificial intelligence methods: A systematic literature review

M Abdullahi, Y Baashar, H Alhussian, A Alwadain… - Electronics, 2022 - mdpi.com
In recent years, technology has advanced to the fourth industrial revolution (Industry 4.0),
where the Internet of things (IoTs), fog computing, computer security, and cyberattacks have …

Anomaly-based intrusion detection system in the Internet of Things using a convolutional neural network and multi-objective enhanced Capuchin Search Algorithm

H Asgharzadeh, A Ghaffari, M Masdari… - Journal of Parallel and …, 2023 - Elsevier
Nowadays, the growth and pervasiveness of Internet of Things (IoT) devices have led to
increased attacks by hackers and attackers. On the other hand, using IoT infrastructure in …