Hidost: a static machine-learning-based detector of malicious files.
Nedim SrndicPavel LaskovPublished in: EURASIP J. Inf. Secur. (2016)
Keyphrases
- machine learning
- machine learning methods
- data mining
- knowledge acquisition
- detecting malicious
- machine learning algorithms
- artificial intelligence
- databases
- computational intelligence
- decision trees
- data analysis
- active learning
- inductive learning
- metadata
- feature selection
- computer science
- pre determined
- learning algorithm
- text classification
- database
- detection algorithm
- neural network
- malicious attacks
- file system
- detect malicious
- learning problems
- learning systems
- natural language processing
- supervised learning
- natural language
- reinforcement learning
- genetic algorithm