On the Influence of Image Settings in Deep Learning-based Malware Detection.

Francesco Mercaldo Fabio Martinelli Antonella Santone Vinod P.

Published in: ICISSP (2022)

Keyphrases

deep learning
malware detection
input image
single image
image features
image content
image retrieval
multiscale
image representation
high resolution
image segmentation
region of interest
image classification
energy function
segmentation method
lighting conditions
malicious executables
image regions
anomaly detection
natural images
supervised learning
feature vectors