416 citations · 1.7k across the 17 of their papers we have counts for
20 papers
A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective
Abdallah Moubayed, MohammadNoor Injadat, Nouh Alhindawi +3
Analyzing and evaluating students' progress in any learning environment is stressful and time consuming if done using traditional analysis methods. This is further exasperated by t…
Forensic Data Analytics for Anomaly Detection in Evolving Networks
Li Yang, Abdallah Moubayed, Abdallah Shami +6
In the prevailing convergence of traditional infrastructure-based deployment (i.e., Telco and industry operational networks) towards evolving deployments enabled by 5G and virtuali…
Intelligent Transportation Systems' Orchestration: Lessons Learned & Potential Opportunities
Abdallah Moubayed, Abdallah Shami, Abbas Ibrahim
The growing deployment efforts of 5G networks globally has led to the acceleration of the businesses/services' digital transformation. This growth has led to the need for new commu…
Mobility Aware Edge Computing Segmentation Towards Localized Orchestration
Sam Aleyadeh, Abdallah Moubayed, Abdallah Shami
The current trend in end-user devices' advancements in computing and communication capabilities makes edge computing an attractive solution to pave the way for the coveted ultra-lo…
Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection
Li Yang, Abdallah Moubayed, Abdallah Shami +6
Content delivery networks (CDNs) provide efficient content distribution over the Internet. CDNs improve the connectivity and efficiency of global communications, but their caching…
MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles
Li Yang, Abdallah Moubayed, Abdallah Shami
Modern vehicles, including connected vehicles and autonomous vehicles, nowadays involve many electronic control units connected through intra-vehicle networks to implement various…
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif +1
The emergence and continued reliance on the Internet and related technologies has resulted in the generation of large amounts of data that can be made available for analyses. Howev…
Relationship between Student Engagement and Performance in e-Learning Environment Using Association Rules
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami +1
The field of e-learning has emerged as a topic of interest in academia due to the increased ease of accessing the Internet using using smart-phones and wireless devices. One of the…
DNS Typo-squatting Domain Detection: A Data Analytics & Machine Learning Based Approach
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami +1
Domain Name System (DNS) is a crucial component of current IP-based networks as it is the standard mechanism for name to IP resolution. However, due to its lack of data integrity a…
Optimized Random Forest Model for Botnet Detection Based on DNS Queries
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami
The Domain Name System (DNS) protocol plays a major role in today's Internet as it translates between website names and corresponding IP addresses. However, due to the lack of proc…
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach
MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami
The increased reliance on the Internet and the corresponding surge in connectivity demand has led to a significant growth in Internet-of-Things (IoT) devices. The continued deploym…
Cost-optimal V2X Service Placement in Distributed Cloud/Edge Environment
Abdallah Moubayed, Abdallah Shami, Parisa Heidari +2
Deploying V2X services has become a challenging task. This is mainly due to the fact that such services have strict latency requirements. To meet these requirements, one potential…
Machine Learning Towards Enabling Spectrum-as-a-Service Dynamic Sharing
Abdallah Moubayed, Tanveer Ahmed, Anwar Haque +1
The growth in wireless broadband users, devices, and novel applications has led to a significant increase in the demand for new radio frequency spectrum. This is expected to grow e…
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif +1
Cyber-security garnered significant attention due to the increased dependency of individuals and organizations on the Internet and their concern about the security and privacy of t…
Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif +1
Predicting students' academic performance has been a research area of interest in recent years with many institutions focusing on improving the students' performance and the educat…
Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection
Abdallah Moubayed, Emad Aqeeli, Abdallah Shami
Domain Name System (DNS) plays in important role in the current IP-based Internet architecture. This is because it performs the domain name to IP resolution. However, the DNS proto…
Softwarization, Virtualization, & Machine Learning For Intelligent & Effective V2X Communications
Abdallah Moubayed, Abdallah Shami
The concept of the fifth generation (5G) mobile network system has emerged in recent years as telecommunication operators and service providers look to upgrade their infrastructure…
Systematic Ensemble Model Selection Approach for Educational Data Mining
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif +1
A plethora of research has been done in the past focusing on predicting student's performance in order to support their development. Many institutions are focused on improving the…
Edge-enabled V2X Service Placement for Intelligent Transportation Systems
Abdallah Moubayed, Abdallah Shami, Parisa Heidari +2
Vehicle-to-everything (V2X) communication and services have been garnering significant interest from different stakeholders as part of future intelligent transportation systems (IT…
Tree-based Intelligent Intrusion Detection System in Internet of Vehicles
Li Yang, Abdallah Moubayed, Ismail Hamieh +1
The use of autonomous vehicles (AVs) is a promising technology in Intelligent Transportation Systems (ITSs) to improve safety and driving efficiency. Vehicle-to-everything (V2X) te…