Deep-Ensemble and Multifaceted Behavioral Malware Variant Detection Model

Asma A. Al-Hashmi; Fuad A. Ghaleb; A. Al-Marghilani; Abdulsamad E. Yahya; Shouki A. Ebad; M. S. Muhammad Saqib; Abdulbasit A. Darem

doi:10.1109/ACCESS.2022.3168794

Deep-Ensemble and Multifaceted Behavioral Malware Variant Detection Model

Asma A. Al-Hashmi^*, Fuad A. Ghaleb, A. Al-Marghilani, Abdulsamad E. Yahya, Shouki A. Ebad, M. S. Muhammad Saqib, Abdulbasit A. Darem

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

30 Citations (SciVal)

Original language	English
Pages (from-to)	42762-42777
Number of pages	16
Journal	IEEE Access
Volume	10
DOIs	https://doi.org/10.1109/ACCESS.2022.3168794
Publication status	Published (VoR) - 2022

Keywords

Deep ensemble learning
Malware detection
Malware variants
Multifaceted behavioral features
Sequential deep learning

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10.1109/ACCESS.2022.3168794

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@article{ef32800d75bd44778d443145bcd4b380,

title = "Deep-Ensemble and Multifaceted Behavioral Malware Variant Detection Model",

keywords = "Deep ensemble learning, Malware detection, Malware variants, Multifaceted behavioral features, Sequential deep learning",

author = "Al-Hashmi, \{Asma A.\} and Ghaleb, \{Fuad A.\} and A. Al-Marghilani and Yahya, \{Abdulsamad E.\} and Ebad, \{Shouki A.\} and \{Muhammad Saqib\}, \{M. S.\} and Darem, \{Abdulbasit A.\}",

note = "Publisher Copyright: {\textcopyright} 2013 IEEE.",

year = "2022",

doi = "10.1109/ACCESS.2022.3168794",

language = "English",

volume = "10",

pages = "42762--42777",

journal = "IEEE Access",

issn = "2169-3536",

publisher = "IEEE",

}

TY - JOUR

T1 - Deep-Ensemble and Multifaceted Behavioral Malware Variant Detection Model

AU - Al-Hashmi, Asma A.

AU - Ghaleb, Fuad A.

AU - Al-Marghilani, A.

AU - Yahya, Abdulsamad E.

AU - Ebad, Shouki A.

AU - Muhammad Saqib, M. S.

AU - Darem, Abdulbasit A.

PY - 2022

Y1 - 2022

KW - Deep ensemble learning

KW - Malware detection

KW - Malware variants

KW - Multifaceted behavioral features

KW - Sequential deep learning

UR - https://www.scopus.com/pages/publications/85129184274

UR - https://www.scopus.com/inward/citedby.url?scp=85129184274&partnerID=8YFLogxK

U2 - 10.1109/ACCESS.2022.3168794

DO - 10.1109/ACCESS.2022.3168794

M3 - Article

AN - SCOPUS:85129184274

SN - 2169-3536

VL - 10

SP - 42762

EP - 42777

JO - IEEE Access

JF - IEEE Access

ER -

Deep-Ensemble and Multifaceted Behavioral Malware Variant Detection Model

Keywords

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