Browsing by Author "Abdel-Wahab, M.S"

Filter results by typing the first few letters
Now showing 1 - 1 of 1
  • Thumbnail Image
    Item
    A Comparative Study of Machine Learning and Deep Learning in Network Anomaly-Based Intrusion Detection Systems
    (Institute of Electrical and Electronics Engineers Inc., 2020-12) Abdel-Wahab, M.S; Neil, A.M; Atia, A
    This paper presents a comparative study of Machine learning and Deep learning models used in anomaly-based network intrusion detection systems. The paper has presented an overview of the previous work done in the field of ML and DL IDS, then an overview of the used datasets in reviewed literature was presented. Moreover, ML and DL models were tested on the KDD-99 dataset, and performance results were presented, compared, and discussed. Finally, areas of future research of critical importance are proposed by the authors. © 2020 IEEE.