Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning.
Tajuddin Manhar MohammedLakshmanan NatarajSatish ChikkagoudarShivkumar ChandrasekaranB. S. ManjunathPublished in: CoRR (2021)
Keyphrases
- frequency domain
- deep learning
- cross correlation
- power spectrum
- discrete fourier transform
- malware detection
- spatial domain
- image data
- fourier transform
- image classification
- directional filtering
- power spectra
- image features
- input image
- single image
- subband
- multiscale
- test images
- image retrieval
- feature extraction
- image content
- region of interest
- fast fourier transform
- denoising
- co occurrence
- similarity measure
- spectral signatures
- d objects
- motion estimation
- model selection
- unsupervised learning
- segmentation method
- image representation