3.3k citations · 6k across the 65 of their papers we have counts for
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Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks
Li Yang, Shimaa Naser, Abdallah Shami +3
The transition from 5G to 6G mobile networks necessitates network automation to meet the escalating demands for high data rates, ultra-low latency, and integrated technology. Recen…
Thwarting Cybersecurity Attacks with Explainable Concept Drift
Ibrahim Shaer, Abdallah Shami
Cyber-security attacks pose a significant threat to the operation of autonomous systems. Particularly impacted are the Heating, Ventilation, and Air Conditioning (HVAC) systems in…
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…
LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles
Li Yang, Abdallah Shami, Gary Stevens +1
Modern vehicles, including autonomous vehicles and connected vehicles, have adopted an increasing variety of functionalities through connections and communications with other vehic…
A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles
Li Yang, Abdallah Shami
Modern vehicles, including autonomous vehicles and connected vehicles, are increasingly connected to the external world, which enables various functionalities and services. However…
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…
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…