Data Augmentation in Training Deep Learning Models for Malware Family Classification.
Yuxin DingGuangbin WangYubin MaHaoxuan DingPublished in: ICMLC (2021)
Keyphrases
- learning models
- training data
- data analysis
- data sets
- machine learning
- classification models
- knowledge discovery
- data points
- training samples
- machine learning algorithms
- learning algorithm
- object recognition
- image processing
- training set
- probabilistic model
- classification accuracy
- text classification
- support vector machine svm
- loss function
- learning tasks
- dimension reduction