PDF Malware Detection: Toward Machine Learning Modeling With Explainability Analysis

PDF Malware Detection: Toward Machine Learning Modeling With Explainability Analysis

The Portable Document Format (PDF) is one of the most widely used file types, thus fraudsters insert harmful code into victims’ PDF documents to compromise their equipment. Conventional solutions and identification techniques are often insufficient and may only partially prevent PDF malwa...

Full description

Bibliographic Details
Main Authors: G. M. Sakhawat Hossain, Kaushik Deb, Helge Janicke, Iqbal H. Sarker
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Cybersecurity
PDF malware
data analytics
machine learning
decision rule
explainable AI
Online Access:https://ieeexplore.ieee.org/document/10412055/

Internet

https://ieeexplore.ieee.org/document/10412055/

Similar Items