Malware detection and classification based on extraction of API sequences.
Dolly UppalRakhi SinhaVishakha MehraVinesh JainPublished in: ICACCI (2014)
Keyphrases
- malware detection
- application programming interface
- classification accuracy
- decision trees
- support vector machine svm
- text classification
- support vector machine
- feature selection
- feature vectors
- feature space
- pattern recognition
- support vector
- open source
- model selection
- malicious executables
- user interface
- information extraction
- training data
- data processing
- unsupervised learning
- anomaly detection
- image segmentation
- third party
- web services
- machine learning