Dynamic Extraction of Initial Behavior for Evasive Malware Detection

Faitouri A. Aboaoja; Anazida Zainal; Abdullah Marish Ali; Fuad A. Ghaleb; Fawaz Jaber Alsolami; Murad A. Rassam

doi:10.3390/math11020416

Dynamic Extraction of Initial Behavior for Evasive Malware Detection

Faitouri A. Aboaoja^*
, Anazida Zainal
, Abdullah Marish Ali
, Fuad A. Ghaleb
, Fawaz Jaber Alsolami
, Murad A. Rassam

^*Corresponding author for this work

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

13 Citations (SciVal)

Original language	English
Article number	416
Journal	Mathematics
Volume	11
Issue number	2
DOIs	https://doi.org/10.3390/math11020416
Publication status	Published (VoR) - Jan 2023

Keywords

box-whisker plot algorithm
evasive malware
feature extraction methods
machine learning-based malware detection models
malware analysis approaches

Access to Document

10.3390/math11020416

Cite this

@article{778dde2f48c045c38c868087cd828bdd,

title = "Dynamic Extraction of Initial Behavior for Evasive Malware Detection",

keywords = "box-whisker plot algorithm, evasive malware, feature extraction methods, machine learning-based malware detection models, malware analysis approaches",

author = "Aboaoja, \{Faitouri A.\} and Anazida Zainal and Ali, \{Abdullah Marish\} and Ghaleb, \{Fuad A.\} and Alsolami, \{Fawaz Jaber\} and Rassam, \{Murad A.\}",

note = "Publisher Copyright: {\textcopyright} 2023 by the authors.",

year = "2023",

month = jan,

doi = "10.3390/math11020416",

language = "English",

volume = "11",

journal = "Mathematics",

issn = "2227-7390",

publisher = "MDPI",

number = "2",

}

TY - JOUR

T1 - Dynamic Extraction of Initial Behavior for Evasive Malware Detection

AU - Aboaoja, Faitouri A.

AU - Zainal, Anazida

AU - Ali, Abdullah Marish

AU - Ghaleb, Fuad A.

AU - Alsolami, Fawaz Jaber

AU - Rassam, Murad A.

PY - 2023/1

Y1 - 2023/1

KW - box-whisker plot algorithm

KW - evasive malware

KW - feature extraction methods

KW - machine learning-based malware detection models

KW - malware analysis approaches

UR - https://www.scopus.com/pages/publications/85146819088

UR - https://www.scopus.com/pages/publications/85146819088#tab=citedBy

U2 - 10.3390/math11020416

DO - 10.3390/math11020416

M3 - Article

AN - SCOPUS:85146819088

SN - 2227-7390

VL - 11

JO - Mathematics

JF - Mathematics

IS - 2

M1 - 416

ER -

Dynamic Extraction of Initial Behavior for Evasive Malware Detection

Keywords

Access to Document

Other files and links

Fingerprint

Cite this