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

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

The cryptography employed against user files makes the effect of crypto-ransomware attacks irreversible even after detection and removal. Thus, detecting such attacks early, i.e. during pre-encryption phase before the encryption takes place is necessary. Existing crypto-ransomware early detection so...

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Bibliographic Details
Main Authors: 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
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Cybersecurity
early detection
malware
ransomware
TF-IDF
Online Access:https://ieeexplore.ieee.org/document/9151929/

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