Automatic analysis of malware behavior using machine learning.
Konrad RieckPhilipp TriniusCarsten WillemsThorsten HolzPublished in: J. Comput. Secur. (2011)
Keyphrases
- automatic analysis
- machine learning
- text mining
- pattern recognition
- machine learning methods
- learning algorithm
- dynamic analysis
- reverse engineering
- support vector machine
- data mining
- body movements
- manual annotation
- human behavior
- machine learning algorithms
- text classification
- artificial intelligence
- computer vision
- natural language processing
- knowledge acquisition
- neural network
- computational biology
- explanation based learning
- malicious code
- computational intelligence
- supervised machine learning
- behavior patterns
- feature selection
- machine learning approaches
- knowledge base
- natural language
- knowledge discovery
- learning systems
- supervised learning