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Machine Learning Approaches for Flow-Based Intrusion Detection Systems
Abdulhammed, Razan
;
Musafer, Hassan
;
Alessa, Ali
;
Faezipour, Miad
;
Abuzneid, Abdelshakour A.
(
2018-03-23
)
Machine Learning Based Feature Reduction for Network Intrusion Detection
Abuzneid, Abdelshakour A.
;
Faezipour, Miad
;
Abdulhammed, Razan
;
Abu Mallouh, Arafat
;
Musafer, Hassan
(
2019-03-29
)
Towards Efficient Features Dimensionality Reduction for Network Intrusion Detection on Highly Imbalanced Traffic
Abdulhammed, Razan
;
Musafer, Hassan
;
Faezipour, Miad
;
Abuzneid, Abdelshakour A.
(
2019-03-29
)
Features Dimensionality Reduction Approaches for Machine Learning Based Network Intrusion Detection
Abdulhammed, Razan
;
Musafer, Hassan
;
Alessa, Ali
;
Faezipour, Miad
;
Abuzneid, Abdelshakour A.
(
MDPI
,
2019-03-14
)
An Enhanced Design of Sparse Autoencoder for Latent Features Extraction Based on Trigonometric Simplexes for Network Intrusion Detection Systems
Musafer, Hassan
;
Abuzneid, Abdelshakour A.
;
Faezipour, Miad
;
Mahmood, Ausif
(
MDPI
,
2020-02-04
)
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Author
Abuzneid, Abdelshakour A. (5)
Faezipour, Miad (5)
Musafer, Hassan (5)
Abdulhammed, Razan (4)
Alessa, Ali (2)
Abu Mallouh, Arafat (1)
Mahmood, Ausif (1)
Subject
Intrusion detection system (4)
Machine learning (2)
Network intrusion detection (2)
Adaptive learning rates (1)
CICIDS2017 (1)
Cybersecurity (1)
Dimensionality reduction (1)
Extracting features (1)
Hassan–Nelder–Mead (1)
Over-fitting problem (1)
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Date Issued
2020 (1)
2019 (3)
2018 (1)