Obfuscation Revealed: Leveraging Electromagnetic Signals for Obfuscated Malware Classification.
Duy-Phuc PhamDamien MarionMatthieu MastioAnnelie HeuserPublished in: ACSAC (2021)
Keyphrases
- reverse engineering
- classification algorithm
- decision rules
- pattern recognition
- classification accuracy
- classification scheme
- automatic classification
- static analysis
- signal processing
- pattern classification
- neural network
- machine learning
- feature space
- feature vectors
- feature set
- image classification
- dynamic analysis
- training samples
- machine learning methods
- classification systems
- eeg signals
- malicious code
- machine learning algorithms
- support vector machine svm
- unsupervised learning
- text classification
- supervised learning
- support vector machine
- active learning
- preprocessing
- support vector
- feature extraction
- feature selection