1 hasil untuk "Manya Dhingra"

Image-Based Malware Classification Using DCGAN-Augmented Data and a CNN–Transformer Hybrid Model

Manya Dhingra; Achin Jain; Niharika Thakur dkk.

Future Internet, Vol. 18 No. 2 · 2026 · Inggris · DOAJ Scopus

With the rapid growth and diversification of malware, accurate multi-class detection remains challenging due to severe class imbalance and limited labeled data. This work presents an image-based malware classification framework that converts executable binaries into 64×64 grayscale images, employs…