A Pseudo Feedback-Based Annotated TF-IDF Technique for Dynamic Crypto-Ransomware Pre-Encryption Boundary Delineation and Features Extraction

Bander Ali Saleh Al-Rimy; Mohd Aiziani Maarof; Mamoun Alazab; Fawaz Alsolami; Syed Zainudeen Mohd Shaid; Fuad A. Ghaleb; Tawfik Al-Hadhrami; Abdullah Marish Ali

doi:10.1109/ACCESS.2020.3012674

A Pseudo Feedback-Based Annotated TF-IDF Technique for Dynamic Crypto-Ransomware Pre-Encryption Boundary Delineation and Features Extraction

Bander Ali Saleh Al-Rimy^*, Mohd Aiziani Maarof, Mamoun Alazab^*, Fawaz Alsolami, Syed Zainudeen Mohd Shaid, Fuad A. Ghaleb^*, Tawfik Al-Hadhrami, Abdullah Marish Ali

^*Corresponding author for this work

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

49 Citations (SciVal)

Original language	English
Article number	9151929
Pages (from-to)	140586-140598
Number of pages	13
Journal	IEEE Access
Volume	8
DOIs	https://doi.org/10.1109/ACCESS.2020.3012674
Publication status	Published (VoR) - 2020

Keywords

Cybersecurity
early detection
malware
ransomware
TF-IDF

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10.1109/ACCESS.2020.3012674

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@article{a4d3407ad6c149f48b893c5e72c58ed6,

title = "A Pseudo Feedback-Based Annotated TF-IDF Technique for Dynamic Crypto-Ransomware Pre-Encryption Boundary Delineation and Features Extraction",

keywords = "Cybersecurity, early detection, malware, ransomware, TF-IDF",

author = "Al-Rimy, {Bander Ali Saleh} and Maarof, {Mohd Aiziani} and Mamoun Alazab and Fawaz Alsolami and Shaid, {Syed Zainudeen Mohd} and Ghaleb, {Fuad A.} and Tawfik Al-Hadhrami and Ali, {Abdullah Marish}",

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

year = "2020",

doi = "10.1109/ACCESS.2020.3012674",

language = "English",

volume = "8",

pages = "140586--140598",

journal = "IEEE Access",

issn = "2169-3536",

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TY - JOUR

T1 - A Pseudo Feedback-Based Annotated TF-IDF Technique for Dynamic Crypto-Ransomware Pre-Encryption Boundary Delineation and Features Extraction

AU - Al-Rimy, Bander Ali Saleh

AU - Maarof, Mohd Aiziani

AU - Alazab, Mamoun

AU - Alsolami, Fawaz

AU - Shaid, Syed Zainudeen Mohd

AU - Ghaleb, Fuad A.

AU - Al-Hadhrami, Tawfik

AU - Ali, Abdullah Marish

PY - 2020

Y1 - 2020

KW - Cybersecurity

KW - early detection

KW - malware

KW - ransomware

KW - TF-IDF

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UR - http://www.scopus.com/inward/citedby.url?scp=85089495556&partnerID=8YFLogxK

U2 - 10.1109/ACCESS.2020.3012674

DO - 10.1109/ACCESS.2020.3012674

M3 - Article

AN - SCOPUS:85089495556

SN - 2169-3536

VL - 8

SP - 140586

EP - 140598

JO - IEEE Access

JF - IEEE Access

M1 - 9151929

ER -

A Pseudo Feedback-Based Annotated TF-IDF Technique for Dynamic Crypto-Ransomware Pre-Encryption Boundary Delineation and Features Extraction

Keywords

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