416 citations · 1.2k across the 11 of their papers we have counts for
6 papers · 1 filter
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…
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…
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…