Machine Learning Analysis of Memory Images for Process Characterization and Malware Detection.
Seth LylesMark DesantisJohn DonaldsonMicaela GallegosHannah NyholmClaire TaylorKristine MonteithPublished in: DSN Workshops (2022)
Keyphrases
- machine learning
- image analysis
- malware detection
- image retrieval
- three dimensional
- object recognition
- data analysis
- image data
- data mining
- input image
- fractal dimension
- image collections
- test images
- feature points
- edge detection
- image database
- ground truth
- image features
- malicious executables
- image classification
- text mining
- anomaly detection
- image segmentation
- past experience
- computer vision