Malware detection via API calls, topic models and machine learning.
G. Ganesh SundarkumarVadlamani RaviIfeoma NwoguVenu GovindarajuPublished in: CASE (2015)
Keyphrases
- malware detection
- topic models
- machine learning
- text mining
- topic modeling
- latent dirichlet allocation
- api calls
- anomaly detection
- application programming interface
- latent topics
- natural language processing
- data mining
- latent topic models
- active learning
- information extraction
- co occurrence
- generative model
- supervised learning
- reinforcement learning
- feature selection
- learning algorithm
- peer to peer
- information retrieval
- databases