279 citations · 910 across the 9 of their papers we have counts for
10 papers
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…
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…