An Adaptive Behavioral-Based Incremental Batch Learning Malware Variants Detection Model Using Concept Drift Detection and Sequential Deep Learning

Abdulbasit A. Darem*, Fuad A. Ghaleb, Asma A. Al-Hashmi, Jemal H. Abawajy, Sultan M. Alanazi, Afrah Y. Al-Rezami

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    41 Citations (SciVal)
    Original languageEnglish
    Article number9467300
    Pages (from-to)97180-97196
    Number of pages17
    JournalIEEE Access
    Volume9
    DOIs
    Publication statusPublished (VoR) - 2021

    Keywords

    • adaptive incremental batch learning
    • concept drift detection
    • deep learning
    • Malware variant detection
    • statistical process control

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