From Data and Model Levels: Improve the Performance of Few-Shot Malware Classification.
Yuhan ChaiJing QiuLihua YinLejun ZhangBrij B. GuptaZhihong TianPublished in: IEEE Trans. Netw. Serv. Manag. (2022)
Keyphrases
- experimental data
- database
- input data
- probability distribution
- data sets
- statistical methods
- test data
- prior knowledge
- measured data
- classification models
- data analysis
- simulation data
- decision trees
- classification algorithm
- data processing
- data collection
- data quality
- confidence scores
- network structure
- class membership
- training samples
- models built
- knowledge discovery
- probabilistic model
- data sources
- feature vectors
- pattern recognition
- data structure
- training data
- social networks
- machine learning
- computer systems
- data points
- feature space
- bayesian methods
- similarity measure
- data mining