Assessing Deep Learning Predictions in Image-Based Malware Detection with Activation Maps.
Giacomo IadarolaFrancesco MercaldoFabio MartinelliAntonella SantonePublished in: STM (2022)
Keyphrases
- deep learning
- malware detection
- malicious executables
- unsupervised learning
- anomaly detection
- machine learning
- application programming interface
- unsupervised feature learning
- mental models
- weakly supervised
- deep architectures
- object class
- principal component analysis
- active learning
- viewpoint
- pattern recognition
- bayesian networks