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GAN-based PE file synthesizer for balanced malware detection datasets: safe generation of synthetic benign executables.

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Bibliographic Details
Title: GAN-based PE file synthesizer for balanced malware detection datasets: safe generation of synthetic benign executables.
Authors: Mehmood, Asad1, mscy2008@pieas.edu.pk, Rizwan, Muhammad1, rizwanabuahmad@gmail.com, Iqbal, Muhammad2, muhammad.iqbal@nutech.edu.pk, Hanif, Muhammad1, hanif@pieas.edu.pk, Gulzar, Muhammad Majid3, muhammad.gulzar@kfupm.edu.sa
Source: Journal of Computer Virology & Hacking Techniques; 4/20/2026, Vol. 22 Issue 1, p1-12, 12p
Database: Applied Science & Technology Source
Description
ISSN:22638733
DOI:10.1007/s11416-026-00605-4