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ENHANCING PDF MALWARE CLASSIFICATION USING CTGAN-BASED DATA AUGMENTATION AND SUPERVISED LEARNING

Journal: International Journal of Advanced Research (Vol.13, No. 09)

Publication Date:

Authors : ; ;

Page : 738-757

Keywords : Malware detection PDF security Artificial intelligence CTGAN-based data augmentation Machine learning Cyber threat modeling Smart cybersecurity solutions;

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Abstract

The increasing sophistication of cyberattacks exploiting PDF files poses a critical challenge to digital security.

Last modified: 2025-10-09 14:02:50