no code implementations • 10 Jan 2024 • MohammadNoor Injadat
The continued growth in the deployment of Internet-of-Things (IoT) devices has been fueled by the increased connectivity demand, particularly in industrial environments.
no code implementations • 10 Jan 2024 • Abdallah Moubayed, MohammadNoor Injadat, Nouh Alhindawi, Ghassan Samara, Sara Abuasal, Raed Alazaidah
Analyzing and evaluating students' progress in any learning environment is stressful and time consuming if done using traditional analysis methods.
no code implementations • 11 Jan 2021 • MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Machine learning (ML) provides a mechanism for humans to process large amounts of data, gain insights about the behavior of the data, and make more informed decision based on the resulting analysis.
no code implementations • 25 Dec 2020 • Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya
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.
no code implementations • 25 Dec 2020 • Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya
Moreover, the observed trends are validated by studying the same features in an unlabeled dataset using K-means clustering algorithm and through applying the developed ensemble learning classifier.
no code implementations • 16 Dec 2020 • Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami
To that end, this paper proposes a novel optimized ML-based framework to detect botnets based on their corresponding DNS queries.
no code implementations • 16 Dec 2020 • MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami
Experimental results show that the proposed optimized framework has a high detection accuracy, precision, recall, and F-score, highlighting its effectiveness and robustness for the detection of botnet attacks in IoT environments.
no code implementations • 9 Aug 2020 • MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
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 their online activities.
no code implementations • 5 Aug 2020 • MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif, Aleksander Essex, Abdallah Shami
Network attacks have been very prevalent as their rate is growing tremendously.
no code implementations • 9 Jun 2020 • MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Furthermore, this work aims to predict the students' performance at two stages of course delivery (20% and 50% respectively).
no code implementations • 23 May 2020 • Fadi Salo, MohammadNoor Injadat, Ali Bou Nassif, Aleksander Essex
Cloud computing has become a powerful and indispensable technology for complex, high performance and scalable computation.
no code implementations • 13 May 2020 • MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
A plethora of research has been done in the past focusing on predicting student's performance in order to support their development.