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

63 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{74c3dc71870041569f105090ab12dc59,

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",

publisher = "IEEE",

}

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

UR - http://dx.doi.org/10.1109/access.2020.3012674

U2 - 10.1109/ACCESS.2020.3012674

DO - 10.1109/ACCESS.2020.3012674

M3 - Article

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

Access to Document

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