Catch them alive: A malware detection approach through memory forensics, manifold learning and computer vision.
Ahmet Selman BozkirErsan TahilliogluMurat AydosIlker KaraPublished in: Comput. Secur. (2021)
Keyphrases
- manifold learning
- malware detection
- computer vision
- malicious executables
- low dimensional
- dimensionality reduction
- nonlinear dimensionality reduction
- semi supervised
- anomaly detection
- diffusion maps
- high dimensional
- dimension reduction
- feature extraction
- object recognition
- laplacian eigenmaps
- high dimensional data
- pattern recognition
- subspace learning
- image segmentation
- manifold structure
- signal processing
- pose estimation
- sparse representation
- pairwise
- feature space
- face recognition
- application programming interface
- data sets
- image features
- geodesic distance
- image processing
- feature selection
- neural network
- action recognition
- data points
- multiscale