The Effect of Training Set Timeframe on the Future Performance of Machine Learning-based Malware Detection Models.
Colin GalenRobert SteelePublished in: HICSS (2021)
Keyphrases
- machine learning
- training set
- malware detection
- supervised learning
- decision trees
- model selection
- machine learning algorithms
- machine learning approaches
- learning models
- training data
- data sets
- active learning
- nearest neighbor
- statistical methods
- malicious executables
- machine learning models
- test set
- training samples
- text classification
- text mining
- support vector machine
- probabilistic model