ELBA-IoT: An ensemble learning model for botnet attack detection in IoT networks

Q Abu Al-Haija, M Al-Dala'ien - Journal of Sensor and Actuator Networks, 2022 - mdpi.com
Due to the prompt expansion and development of intelligent systems and autonomous,
energy-aware sensing devices, the Internet of Things (IoT) has remarkably grown and …

Boost‐Defence for resilient IoT networks: A head‐to‐toe approach

Q Abu Al‐Haija, A Al Badawi, GR Bojja - Expert Systems, 2022 - Wiley Online Library
Abstract The Internet of Things (IoT) is an emerging technology that is considered a key
enabler for next‐generation smart cities, industries, security services and economies. IoT …

Attack-Aware IoT network traffic routing leveraging ensemble learning

Q Abu Al-Haija, A Al-Badawi - Sensors, 2021 - mdpi.com
Network Intrusion Detection Systems (NIDSs) are indispensable defensive tools against
various cyberattacks. Lightweight, multipurpose, and anomaly-based detection NIDSs …

High performance classification model to identify ransomware payments for heterogeneous bitcoin networks

QA Al-Haija, AA Alsulami - Electronics, 2021 - mdpi.com
The Bitcoin cryptocurrency is a worldwide prevalent virtualized digital currency
conceptualized in 2008 as a distributed transactions system. Bitcoin transactions make use …

IoT-fog-based healthcare 4.0 system using blockchain technology

I Ahmad, S Abdullah, A Ahmed - The Journal of Supercomputing, 2023 - Springer
Real-time tracking and surveillance of patients' health has become ubiquitous in the
healthcare sector as a result of the development of fog, cloud computing, and Internet of …

A Lightweight In-Vehicle Alcohol Detection Using Smart Sensing and Supervised Learning

Q Abu Al-Haija, M Krichen - Computers, 2022 - mdpi.com
According to the risk investigations of being involved in an accident, alcohol-impaired
driving is one of the major causes of motor vehicle accidents. Preventing highly intoxicated …

Asymmetric identification model for human-robot contacts via supervised learning

Q Abu Al-Haija, J Al-Saraireh - Symmetry, 2022 - mdpi.com
Human-robot interaction (HRI) occupies an essential role in the flourishing market for
intelligent robots for a wide range of asymmetric personal and entertainment applications …

A deep experimental analysis of energy‐proficient firewall policies and security practices for resource limited wireless networks

S Rajasoundaran, SA Sivakumar… - Security and …, 2024 - Wiley Online Library
The role of firewalls and security principles in resource‐limited wireless networks and
Wireless Sensor Networks (WSN) is more expected than in any dedicated network …

Early stage diabetes risk prediction via machine learning

QA Al-Haija, M Smadi, OM Al-Bataineh - International Conference on Soft …, 2021 - Springer
Diabetes disease is triggering many health problems including microvascular diseases,
macrovascular abnormalities, and neuropathic diseases. From an economic perspective …

URL-based phishing websites detection via machine learning

QA Al-Haija, A Al Badawi - … on Data Analytics for Business and …, 2021 - ieeexplore.ieee.org
Phishing is a cybersecurity attack that is used to trick victim users to provide sensitive
information or deploy malicious software on their infrastructure. Depending on the target …