Hybrid Feature Selection by Combining Wrapper and Filter Methods for Malware Detection

Maied Ayash Alanazi; Maheyzah Md Siraj; Fuad A. Ghaleb

doi:10.1109/ICoDSA53588.2021.9617521

Hybrid Feature Selection by Combining Wrapper and Filter Methods for Malware Detection

Maied Ayash Alanazi, Maheyzah Md Siraj, Fuad A. Ghaleb

Faculty of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (SciVal)

Original language	English
Title of host publication	2021 International Conference on Data Science and Its Applications, ICoDSA 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	233-239
Number of pages	7
ISBN (Electronic)	9781665443036
DOIs	https://doi.org/10.1109/ICoDSA53588.2021.9617521
Publication status	Published (VoR) - 2021
Event	2021 International Conference on Data Science and Its Applications, ICoDSA 2021 - Bandung, Indonesia Duration: 5 Aug 2021 → 6 Aug 2021

Publication series

Name	2021 International Conference on Data Science and Its Applications, ICoDSA 2021

Conference

Conference	2021 International Conference on Data Science and Its Applications, ICoDSA 2021
Country/Territory	Indonesia
City	Bandung
Period	5/08/21 → 6/08/21

Keywords

classification
feature selections
hybrid

Access to Document

10.1109/ICoDSA53588.2021.9617521

Cite this

Alanazi, M. A., Siraj, M. M., & Ghaleb, F. A. (2021). Hybrid Feature Selection by Combining Wrapper and Filter Methods for Malware Detection. In 2021 International Conference on Data Science and Its Applications, ICoDSA 2021 (pp. 233-239). (2021 International Conference on Data Science and Its Applications, ICoDSA 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICoDSA53588.2021.9617521

Alanazi, Maied Ayash ; Siraj, Maheyzah Md ; Ghaleb, Fuad A. / Hybrid Feature Selection by Combining Wrapper and Filter Methods for Malware Detection. 2021 International Conference on Data Science and Its Applications, ICoDSA 2021. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 233-239 (2021 International Conference on Data Science and Its Applications, ICoDSA 2021).

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title = "Hybrid Feature Selection by Combining Wrapper and Filter Methods for Malware Detection",

keywords = "classification, feature selections, hybrid",

author = "Alanazi, {Maied Ayash} and Siraj, {Maheyzah Md} and Ghaleb, {Fuad A.}",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 International Conference on Data Science and Its Applications, ICoDSA 2021 ; Conference date: 05-08-2021 Through 06-08-2021",

year = "2021",

doi = "10.1109/ICoDSA53588.2021.9617521",

language = "English",

series = "2021 International Conference on Data Science and Its Applications, ICoDSA 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "233--239",

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Alanazi, MA, Siraj, MM & Ghaleb, FA 2021, Hybrid Feature Selection by Combining Wrapper and Filter Methods for Malware Detection. in 2021 International Conference on Data Science and Its Applications, ICoDSA 2021. 2021 International Conference on Data Science and Its Applications, ICoDSA 2021, Institute of Electrical and Electronics Engineers Inc., pp. 233-239, 2021 International Conference on Data Science and Its Applications, ICoDSA 2021, Bandung, Indonesia, 5/08/21. https://doi.org/10.1109/ICoDSA53588.2021.9617521

Hybrid Feature Selection by Combining Wrapper and Filter Methods for Malware Detection. / Alanazi, Maied Ayash; Siraj, Maheyzah Md; Ghaleb, Fuad A.
2021 International Conference on Data Science and Its Applications, ICoDSA 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 233-239 (2021 International Conference on Data Science and Its Applications, ICoDSA 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Hybrid Feature Selection by Combining Wrapper and Filter Methods for Malware Detection

AU - Alanazi, Maied Ayash

AU - Siraj, Maheyzah Md

AU - Ghaleb, Fuad A.

PY - 2021

Y1 - 2021

KW - classification

KW - feature selections

KW - hybrid

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U2 - 10.1109/ICoDSA53588.2021.9617521

DO - 10.1109/ICoDSA53588.2021.9617521

M3 - Conference contribution

AN - SCOPUS:85123439065

T3 - 2021 International Conference on Data Science and Its Applications, ICoDSA 2021

SP - 233

EP - 239

BT - 2021 International Conference on Data Science and Its Applications, ICoDSA 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 International Conference on Data Science and Its Applications, ICoDSA 2021

Y2 - 5 August 2021 through 6 August 2021

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Alanazi MA, Siraj MM, Ghaleb FA. Hybrid Feature Selection by Combining Wrapper and Filter Methods for Malware Detection. In 2021 International Conference on Data Science and Its Applications, ICoDSA 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 233-239. (2021 International Conference on Data Science and Its Applications, ICoDSA 2021). doi: 10.1109/ICoDSA53588.2021.9617521

Hybrid Feature Selection by Combining Wrapper and Filter Methods for Malware Detection

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Conference

Keywords

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