An intellectual intrusion detection system using Hybrid Hunger Games Search and Remora Optimization Algorithm for IoT wireless networks

R Kumar, A Malik, V Ranga - Knowledge-Based Systems, 2022 - Elsevier
Smart devices are connected to the internet, called the Internet of Things (IoT); it is a
wireless network that plays a vital role in modernizing people's interaction by improving …

Hybridizing genetic algorithm and grey wolf optimizer to advance an intelligent and lightweight intrusion detection system for IoT wireless networks

A Davahli, M Shamsi, G Abaei - Journal of Ambient Intelligence and …, 2020 - Springer
Open wireless sensor networks (WSNs) in Internet of things (IoT) has led to many zero-day
security attacks. Since intrusion detection is a key security solution, this paper presents a …

Effective combining of feature selection techniques for machine learning-enabled IoT intrusion detection

MA Rahman, AT Asyhari, OW Wen, H Ajra… - Multimedia Tools and …, 2021 - Springer
The rapid advancement of technologies has enabled businesses to carryout their activities
seamlessly and revolutionised communications across the globe. There is a significant …

Industrial internet of things intrusion detection method using machine learning and optimization techniques

T Gaber, JB Awotunde, SO Folorunso… - Wireless …, 2023 - Wiley Online Library
The emergence of the Internet of Things (IoT) has witnessed immense growth globally with
the use of various devices found in home, transportation, healthcare, and industry. The …

Toward design of an intelligent cyber attack detection system using hybrid feature reduced approach for iot networks

P Kumar, GP Gupta, R Tripathi - Arabian Journal for Science and …, 2021 - Springer
With simple connectivity and fast-growing demand of smart devices and networks, IoT has
become more prone to cyber attacks. In order to detect and prevent cyber attacks in IoT …

[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 …

Artificial Intelligence-Based Anomalies Detection Scheme for Identifying Cyber Threat on IoT-Based Transport Network

H Gupta, S Sharma, S Agrawal - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Increasing use of portable wireless devices in the Internet of Things (IoT) network has made
it more dynamic, flexible, and vulnerable to cyber-attacks due to shared communication …

Hybrid intrusion detection system for wireless IoT networks using deep learning algorithm

J Simon, N Kapileswar, PK Polasi… - Computers and Electrical …, 2022 - Elsevier
The intense growth of wireless communication and the digital revolution have increased the
utilization of Internet of Things (IoT) applications. The number of internet users increase …

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 …

Top-down machine learning-based architecture for cyberattacks identification and classification in IoT communication networks

Q Abu Al-Haija - Frontiers in big Data, 2022 - frontiersin.org
With the prompt revolution and emergence of smart, self-reliant, and low-power devices,
Internet of Things (IoT) has inconceivably expanded and impacted almost every real-life …