A Survey of the Recent Trends in Deep Learning Based Malware Detection.
Umm-e-Hani TayyabFaiza Babar KhanMuhammad Hanif DuradAsifullah KhanYeon Soo LeePublished in: J. Cybersecur. Priv. (2022)
Keyphrases
- deep learning
- recent trends
- malware detection
- unsupervised learning
- image and video processing
- malicious executables
- anomaly detection
- unsupervised feature learning
- machine learning
- mental models
- weakly supervised
- image enhancement
- future trends
- video processing
- quality assessment
- signal and image processing
- learning strategies
- model selection
- anti virus
- object recognition
- multiscale