Zero-day Malware Detection based on Supervised Learning Algorithms of API call Signatures.
Mamoun AlazabSitalakshmi VenkatramanPaul A. WattersMoutaz AlazabPublished in: AusDM (2011)
Keyphrases
- supervised learning algorithms
- malware detection
- application programming interface
- anti virus
- supervised learning
- learning algorithm
- malicious executables
- api calls
- machine learning algorithms
- learning problems
- unlabeled data
- anomaly detection
- semi supervised learning
- labeled data
- machine learning
- data sets
- binary classification problems
- source code
- open source
- active learning
- support vector