Unsuccessful story about few shot malware family classification and siamese network to the rescue.
Yude BaiZhenchang XingXiaohong LiZhiyong FengDuoyuan MaPublished in: ICSE (2020)
Keyphrases
- pattern recognition
- classification accuracy
- automatic classification
- classification models
- decision trees
- feature extraction
- text classification
- image classification
- machine learning
- network traffic
- classification method
- video data
- training set
- video sequences
- special case
- neural network
- pattern classification
- computer networks
- support vector
- preprocessing
- wireless sensor networks
- class labels
- detection algorithm
- network structure
- support vector machine svm
- intrusion detection
- feature space
- feature selection
- network model
- radial basis function network