Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning.
Tajuddin Manhar MohammedLakshmanan NatarajSatish ChikkagoudarShivkumar ChandrasekaranB. S. ManjunathPublished in: HICSS (2021)
Keyphrases
- frequency domain
- cross correlation
- deep learning
- power spectrum
- fourier transform
- spatial domain
- discrete fourier transform
- malware detection
- image features
- directional filtering
- image data
- single image
- power spectra
- image content
- image representation
- image retrieval
- subband
- input image
- image classification
- multiscale
- fast fourier transform
- machine learning
- feature extraction
- segmentation method
- data mining
- region of interest
- test images
- high resolution
- feature vectors
- weakly supervised
- object detection
- denoising
- image segmentation
- computer vision
- natural images