Article 43 · Volume 2 (2026)
Deep Learning-Based Malware Detection: A Comprehensive Survey of Methods, Achievements, Fundamental Limitations, and Future Directions
Malware detection increasingly requires advanced methodologies as evasion mechanisms outpace traditional defenses. This survey examines deep learning's application to malware detection, analyzing both achievements and fundamental limitations. Deep learning sub…