Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection technique for Crypto-ransomware early detection

Bander Ali Saleh Al-rimy; Mohd Aizaini Maarof; Mamoun Alazab; Syed Zainudeen Mohd Shaid; Fuad A. Ghaleb; Abdulmohsen Almalawi; Abdullah Marish Ali; Tawfik Al-Hadhrami

doi:10.1016/J.FUTURE.2020.10.002

Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection technique for Crypto-ransomware early detection

Bander Ali Saleh Al-rimy^*
, Mohd Aizaini Maarof
, Mamoun Alazab
, Syed Zainudeen Mohd Shaid
, Fuad A. Ghaleb
, Abdulmohsen Almalawi
, Abdullah Marish Ali
, Tawfik Al-Hadhrami

^*Corresponding author for this work

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

57 Citations (SciVal)

Original language	English
Pages (from-to)	641-658
Number of pages	18
Journal	Future Generation Computer Systems
Volume	115
DOIs	https://doi.org/10.1016/J.FUTURE.2020.10.002 https://doi.org/10.1016/j.future.2020.10.002
Publication status	Published (VoR) - Feb 2021

Keywords

Early detection
Feature selection
Malware
Mutual information
Ransomware
RCGU

Access to Document

Cite this

Al-rimy, B. A. S., Maarof, M. A., Alazab, M., Shaid, S. Z. M., Ghaleb, F. A., Almalawi, A., Ali, A. M., & Al-Hadhrami, T. (2021). Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection technique for Crypto-ransomware early detection. Future Generation Computer Systems, 115, 641-658. https://doi.org/10.1016/J.FUTURE.2020.10.002, https://doi.org/10.1016/j.future.2020.10.002

@article{e99b34be537845109895ec09d31c321d,

title = "Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection technique for Crypto-ransomware early detection",

keywords = "Early detection, Feature selection, Malware, Mutual information, Ransomware, RCGU",

author = "Al-rimy, \{Bander Ali Saleh\} and Maarof, \{Mohd Aizaini\} and Mamoun Alazab and Shaid, \{Syed Zainudeen Mohd\} and Ghaleb, \{Fuad A.\} and Abdulmohsen Almalawi and Ali, \{Abdullah Marish\} and Tawfik Al-Hadhrami",

note = "Publisher Copyright: {\textcopyright} 2020 Elsevier B.V.",

year = "2021",

month = feb,

doi = "10.1016/J.FUTURE.2020.10.002",

language = "English",

volume = "115",

pages = "641--658",

journal = "Future Generation Computer Systems",

issn = "0167-739X",

publisher = "North-Holland",

}

Al-rimy, BAS, Maarof, MA, Alazab, M, Shaid, SZM, Ghaleb, FA, Almalawi, A, Ali, AM & Al-Hadhrami, T 2021, 'Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection technique for Crypto-ransomware early detection', Future Generation Computer Systems, vol. 115, pp. 641-658. https://doi.org/10.1016/J.FUTURE.2020.10.002, https://doi.org/10.1016/j.future.2020.10.002

TY - JOUR

T1 - Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection technique for Crypto-ransomware early detection

AU - Al-rimy, Bander Ali Saleh

AU - Maarof, Mohd Aizaini

AU - Alazab, Mamoun

AU - Shaid, Syed Zainudeen Mohd

AU - Ghaleb, Fuad A.

AU - Almalawi, Abdulmohsen

AU - Ali, Abdullah Marish

AU - Al-Hadhrami, Tawfik

PY - 2021/2

Y1 - 2021/2

KW - Early detection

KW - Feature selection

KW - Malware

KW - Mutual information

KW - Ransomware

KW - RCGU

UR - https://www.scopus.com/pages/publications/85092522247

UR - https://www.scopus.com/pages/publications/85092522247#tab=citedBy

U2 - 10.1016/J.FUTURE.2020.10.002

DO - 10.1016/J.FUTURE.2020.10.002

M3 - Article

SN - 0167-739X

VL - 115

SP - 641

EP - 658

JO - Future Generation Computer Systems

JF - Future Generation Computer Systems

ER -

Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection technique for Crypto-ransomware early detection

Keywords

Access to Document

Other files and links

Cite this