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DexRay: A Simple, yet Effective Deep Learning Approach to Android Malware Detection based on Image Representation of Bytecode.
Nadia Daoudi
Jordan Samhi
Abdoul Kader Kaboré
Kevin Allix
Tegawendé F. Bissyandé
Jacques Klein
Published in:
CoRR (2021)
Keyphrases
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image representation
malware detection
deep learning
image classification
multiscale
image features
bag of words
image content
object recognition
anomaly detection
feature space
malicious executables
unsupervised learning
image retrieval
visual words
sparse coding
source code
keypoints
similarity measure