Can I read Compact Feature Set for PDF Malware Detection on EtoBox?

Compact Feature Set for PDF Malware Detection by tabasne200595 is a document available to read on EtoBox.

What is Compact Feature Set for PDF Malware Detection about?

This research presents a novel small feature set for detecting PDF malware using machine learning, achieving a detection accuracy of 99.75% with just 12 features. The proposed features are specifically designed to minimize the need for extensive domain knowledge and focus on unique characteristics of PDF files, excluding complex dynamic features. The study demonstrates that this concise feature set can yield comparable results to more complex models while reducing the risk of overfitting.

Author

tabasne200595

Language

EN