[HTML][HTML] Multi-objective optimization algorithms for intrusion detection in IoT networks: A systematic review

S Sharma, V Kumar, K Dutta - Internet of Things and Cyber-Physical …, 2024 - Elsevier
The significance of intrusion detection systems in networks has grown because of the digital
revolution and increased operations. The intrusion detection method classifies the network …

[HTML][HTML] Enhancing intrusion detection in IoT systems: A hybrid metaheuristics-deep learning approach with ensemble of recurrent neural networks

P Sanju - Journal of Engineering Research, 2023 - Elsevier
Significant benefits have been brought to various industries by IoT (Internet of Things), but
new security challenges have also been introduced due to the sheer volume and complexity …

Survey on intrusion detection system in IoT network

SA Mehdi, SZ Hussain - … : Proceedings of ICICC 2022, Volume 2, 2022 - Springer
Abstract Internet of Things (IoT) has emerged as a powerful communication and networking
system for smart and automation processing. With the increasing usage of the Internet of …

Empirical enhancement of intrusion detection systems: a comprehensive approach with genetic algorithm-based hyperparameter tuning and hybrid feature selection

H Bakır, Ö Ceviz - Arabian Journal for Science and Engineering, 2024 - Springer
Abstract Machine learning-based IDSs have demonstrated promising outcomes in
identifying and mitigating security threats within IoT networks. However, the efficacy of such …

Design of an advance intrusion detection system for IoT networks

A Sarwar, S Hasan, WU Khan, S Ahmed… - 2022 2nd …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) is advancing technology by creating smart surroundings that
make it easier for humans to do their work. This technological advancement not only …

A hybrid model for intrusion detection in IoT applications

MI Alghamdi - Wireless Communications and Mobile …, 2022 - Wiley Online Library
Internet of Things (IoT) networks has recently become an important component of smart
cities, smart buildings, health care, and other applications. It finds it beneficial due to the …

[PDF][PDF] Intrusion detection system and mitigation of threats in IoT networks using AI techniques: A review.

S Sheeja - Engineering & Applied Science Research, 2023 - researchgate.net
In recent times, IoT has been used in a wide range of applications for improving the quality
of life. Conversely, IoT turns out to be progressively a superlative target for malicious attacks …

A comprehensive survey on intrusion detection based machine learning for IOT networks

H Mliki, AH Kaceam, L Chaari - EAI Endorsed Transactions on …, 2021 - publications.eai.eu
Abstract The Internet of things (IoT) is a new ubiquitous technology that relies on
heterogeneous devices and protocols. The IoT technologies are expected to offer a new …

A lightweight supervised intrusion detection mechanism for IoT networks

S Roy, J Li, BJ Choi, Y Bai - Future Generation Computer Systems, 2022 - Elsevier
Abstract As the Internet of Things (IoT) is becoming increasingly popular, we have
experienced more security breaches that are associated with the connection of vulnerable …

IoT threat mitigation engine empowered by artificial intelligence multi-objective optimization

A Mpatziakas, A Drosou, S Papadopoulos… - Journal of Network and …, 2022 - Elsevier
From smart homes to smart cities and Industry 4.0 to Transportation Systems, Internet of
Things (IoT) is a domain which promises incredible growth coupled with great impact, in …