On Impact of Adversarial Evasion Attacks on ML-based Android Malware Classifier Trained on Hybrid Features.
Husnain RafiqNauman AslamBiju IssacRizwan Hamid RandhawaPublished in: SKIMA (2022)
Keyphrases
- svm classifier
- feature set
- feature space
- countermeasures
- classification process
- classification method
- feature extraction
- detect malicious
- extracted features
- image features
- malware detection
- multiple classifiers
- input features
- training data
- training set
- feature vectors
- dependent features
- support vector
- feature values
- bayesian classifier
- single feature
- support vector machine
- class labels
- training process
- feature extractors
- multiple features
- complementary features
- decision tree classifiers
- feature selection algorithms
- adaboost classifier
- weak learners
- feature selection
- training examples
- maximum likelihood
- classification accuracy
- face recognition