Machine learning for wireless sensor networks security: An overview of challenges and issues

R Ahmad, R Wazirali, T Abu-Ain - Sensors, 2022 - mdpi.com
Energy and security are major challenges in a wireless sensor network, and they work
oppositely. As security complexity increases, battery drain will increase. Due to the limited …

Routing protocols for low power and lossy networks in internet of things applications

JVV Sobral, JJPC Rodrigues, RAL Rabêlo… - Sensors, 2019 - mdpi.com
The emergence of the Internet of Things (IoT) and its applications has taken the attention of
several researchers. In an effort to provide interoperability and IPv6 support for the IoT …

Smart load-based resource optimization model to enhance the performance of device-to-device communication in 5G-WPAN

J Logeshwaran, T Kiruthiga, R Kannadasan… - Electronics, 2023 - mdpi.com
In wireless personal area networks (WPANs), devices can communicate with each other
without relying on a central router or access point. They can improve performance and …

An automated lightweight encryption scheme for secure and energy-efficient communication in wireless sensor networks

OA Khashan, R Ahmad, NM Khafajah - Ad Hoc Networks, 2021 - Elsevier
In wireless sensor networks (WSNs), security, efficiency, and energy consumption are still
major challenges due to its open, large-scale, and resource-constrained nature. The …

Secure watermarking schemes and their approaches in the IoT technology: an overview

R Wazirali, R Ahmad, A Al-Amayreh, M Al-Madi… - Electronics, 2021 - mdpi.com
Information security is considered one of the most important issues in various infrastructures
related to the field of data communication where most of the modern studies focus on finding …

[HTML][HTML] Digital-care in next generation networks: Requirements and future directions

R Ahmad, M Hämäläinen, R Wazirali, T Abu-Ain - Computer Networks, 2023 - Elsevier
Digital healthcare applications are part of the Industry 4.0 which is based on smart devices
and trustworthy communications technology. The concept of Digital-care is based on …

Feature-selection and mutual-clustering approaches to improve DoS detection and maintain WSNs' lifetime

R Ahmad, R Wazirali, Q Bsoul, T Abu-Ain, W Abu-Ain - Sensors, 2021 - mdpi.com
Wireless Sensor Networks (WSNs) continue to face two major challenges: energy and
security. As a consequence, one of the WSN-related security tasks is to protect them from …

[PDF][PDF] Machine Learning Approaches to Detect DoS and Their Effect on WSNs Lifetime.

R Wazirali, R Ahmad - Computers, Materials & Continua, 2022 - academia.edu
Energy and security remain the main two challenges in Wireless Sensor Networks (WSNs).
Therefore, protecting these WSN networks from Denial of Service (DoS) and Distributed DoS …

An intrusion detection system on ** of death attacks in IoT networks

A Abdollahi, M Fathi - Wireless Personal Communications, 2020 - Springer
Internet of things (IoT) is almost vulnerable to cyber security attacks due to the limited
computational resources of conventional IoT devices. In this paper, ** of death as a cyber …

Ddos attack detection in wsn using modified bgru with mfo model

S Venkatasubramanian… - Advanced Applications of …, 2024 - igi-global.com
Significant challenges in the areas of energy and security persist for wireless sensor
networks (WSNs). Avoiding denial-of-service assaults is a priority for safeguarding WSN …