Adversarially Robust Malware Detection Using Monotonic Classification.
Inigo IncerMichael TheodoridesSadia AfrozDavid A. WagnerPublished in: IWSPA@CODASPY (2018)
Keyphrases
- malware detection
- classification accuracy
- machine learning
- pattern recognition
- decision trees
- classification method
- malicious executables
- feature space
- feature extraction
- feature selection
- text classification
- class labels
- classification algorithm
- information systems
- support vector
- feature vectors
- active learning
- supervised learning
- operating system
- application programming interface
- data mining