Binary chimp optimization algorithm with ML based intrusion detection for secure IoT-assisted wireless sensor networks

M Aljebreen, MA Alohali, MK Saeed, H Mohsen… - Sensors, 2023 - mdpi.com
An Internet of Things (IoT)-assisted Wireless Sensor Network (WSNs) is a system where
WSN nodes and IoT devices together work to share, collect, and process data. This …

Firefly algorithm based WSN-IoT security enhancement with machine learning for intrusion detection

M Karthikeyan, D Manimegalai, K RajaGopal - Scientific Reports, 2024 - nature.com
Abstract A Wireless Sensor Network (WSN) aided by the Internet of Things (IoT) is a
collaborative system of WSN systems and IoT networks are work to exchange, gather, and …

Red kite optimization algorithm with average ensemble model for intrusion detection for secure IoT

FF Alruwaili, MM Asiri, FS Alrayes, SS Aljameel… - IEEE …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) based Wireless Sensor Networks (WSNs) contain
interconnected autonomous sensor nodes (SN), which wirelessly communicate with each …

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 …

[HTML][HTML] Hybrid Sine-Cosine Chimp optimization based feature selection with deep learning model for threat detection in IoT sensor networks

MA Alkhonaini, A Al Mazroa, M Aljebreen… - Alexandria Engineering …, 2024 - Elsevier
Abstract Internet of Things (IoT) sensor networks are connected systems of physical devices
set with actuators, sensors, and communication abilities, allowing them to gather, spread …

WOGRU-IDS—An intelligent intrusion detection system for IoT assisted Wireless Sensor Networks

K Ramana, A Revathi, A Gayathri, RH Jhaveri… - Computer …, 2022 - Elsevier
One of the key mechanisms of the current electronic and wireless frameworks is the
assistance of Wireless Sensor Networks (WSN) in Internet of Things (IoT) networks. A WSN …

Maximizing intrusion detection efficiency for IoT networks using extreme learning machine

S Altamimi, Q Abu Al-Haija - Discover Internet of Things, 2024 - Springer
Abstract Intrusion Detection Systems (IDSs) are crucial for safeguarding modern IoT
communication networks against cyberattacks. IDSs must exhibit exceptional performance …

Multi-objective PSO based feature selection for intrusion detection in IoT based wireless sensor networks

S Subramani, M Selvi - Optik, 2023 - Elsevier
Abstract Internet of Things (IoT) utilization is increasing every day in both industry and other
applications recently. However, the IoT communication is under security threats from …

Harmony search Hawks optimization-based Deep reinforcement learning for intrusion detection in IoT using nonnegative matrix factorization

PG Om Prakash, B Maram, G Nalinipriya… - International Journal of …, 2021 - World Scientific
With the advent of the Internet of Things (IoT), the security of the network layer in IoT is
getting more attention in recent decades. Various intrusion detection methods were …

Multi-objective seagull optimization algorithm with deep learning-enabled vulnerability detection for secure cloud environments

M Aljebreen, MA Alohali, H Mahgoub, SS Aljameel… - Sensors, 2023 - mdpi.com
Cloud computing (CC) is an internet-enabled environment that provides computing services
such as networking, databases, and servers to clients and organizations in a cost-effective …