Hybrid Malware Variant Detection Model with Extreme Gradient Boosting and Artificial Neural Network Classifiers

Asma A. Alhashmi; Abdulbasit A. Darem; Sultan M. Alanazi; Abdullah M. Alashjaee; Bader Aldughayfiq; Fuad A. Ghaleb; Shouki A. Ebad; Majed A. Alanazi

doi:10.32604/cmc.2023.041038

Hybrid Malware Variant Detection Model with Extreme Gradient Boosting and Artificial Neural Network Classifiers

Asma A. Alhashmi
, Abdulbasit A. Darem^*
, Sultan M. Alanazi
, Abdullah M. Alashjaee
, Bader Aldughayfiq
, Fuad A. Ghaleb
, Shouki A. Ebad
, Majed A. Alanazi

^*Corresponding author for this work

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

5 Citations (SciVal)

Original language	English
Pages (from-to)	3483-3498
Number of pages	16
Journal	Computers, Materials and Continua
Volume	76
Issue number	3
DOIs	https://doi.org/10.32604/cmc.2023.041038
Publication status	Published (VoR) - 2023

Keywords

API-based hybrid malware
detection model
malware detection
static and dynamic analysis

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10.32604/cmc.2023.041038

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@article{1611c8f350c04c598132c4de7012c559,

title = "Hybrid Malware Variant Detection Model with Extreme Gradient Boosting and Artificial Neural Network Classifiers",

keywords = "API-based hybrid malware, detection model, malware detection, static and dynamic analysis",

author = "Alhashmi, \{Asma A.\} and Darem, \{Abdulbasit A.\} and Alanazi, \{Sultan M.\} and Alashjaee, \{Abdullah M.\} and Bader Aldughayfiq and Ghaleb, \{Fuad A.\} and Ebad, \{Shouki A.\} and Alanazi, \{Majed A.\}",

year = "2023",

doi = "10.32604/cmc.2023.041038",

language = "English",

volume = "76",

pages = "3483--3498",

journal = "Computers, Materials and Continua",

issn = "1546-2218",

publisher = "Tech Science Press",

number = "3",

}

TY - JOUR

T1 - Hybrid Malware Variant Detection Model with Extreme Gradient Boosting and Artificial Neural Network Classifiers

AU - Alhashmi, Asma A.

AU - Darem, Abdulbasit A.

AU - Alanazi, Sultan M.

AU - Alashjaee, Abdullah M.

AU - Aldughayfiq, Bader

AU - Ghaleb, Fuad A.

AU - Ebad, Shouki A.

AU - Alanazi, Majed A.

PY - 2023

Y1 - 2023

KW - API-based hybrid malware

KW - detection model

KW - malware detection

KW - static and dynamic analysis

UR - https://www.scopus.com/pages/publications/85174403280

UR - https://www.scopus.com/pages/publications/85174403280#tab=citedBy

U2 - 10.32604/cmc.2023.041038

DO - 10.32604/cmc.2023.041038

M3 - Article

AN - SCOPUS:85174403280

SN - 1546-2218

VL - 76

SP - 3483

EP - 3498

JO - Computers, Materials and Continua

JF - Computers, Materials and Continua

IS - 3

ER -

Hybrid Malware Variant Detection Model with Extreme Gradient Boosting and Artificial Neural Network Classifiers

Keywords

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