Razan Abdulhammed

Features Dimensionality Reduction Approaches for Machine Learning Based Network Intrusion Detection

Razan Abdulhammed, Hassan Musafer, Ali Alessa et al. · Electronics · 2019 · 310 citations · Full text

Engineering, Machine Learning, Complexity Reduction +16

Deep and Machine Learning Approaches for Anomaly-Based Intrusion Detection of Imbalanced Network Traffic

Razan Abdulhammed, Miad Faezipour, Abdelshakour Abuzneid et al. · IEEE Sensors Letters · 2018 · 210 citations

Anomaly Detection, Machine Learning, Engineering +19

Efficient Network Intrusion Detection Using PCA-Based Dimensionality Reduction of Features

Razan Abdulhammed, Miad Faezipour, Hassan Musafer et al. · 2019 · 49 citations

Data Classification, Classification Method, Engineering +15

Effective Features Selection and Machine Learning Classifiers for Improved Wireless Intrusion Detection

Razan Abdulhammed, Miad Faezipour, Abdelshakour Abuzneid et al. · 2018 · 31 citations

Engineering, Machine Learning, Machine Learning Algorithms +21

Enhancing Wireless Intrusion Detection Using Machine Learning Classification with Reduced Attribute Sets

Razan Abdulhammed, Miad Faezipour, Abdelshakour Abuzneid et al. · 2018 · 15 citations

Data Classification, Engineering, Machine Learning +15