From Grim Reality to Practical Solution: Malware Classification in Real-World Noise.
Xian WuWenbo GuoJia YanBaris CoskunXinyu XingPublished in: SP (2023)
Keyphrases
- real world
- data sets
- wide range
- classification scheme
- noise level
- feature space
- classification accuracy
- data mining
- decision trees
- pattern recognition
- feature vectors
- optimal solution
- training set
- pattern classification
- signal to noise ratio
- classification algorithm
- automatic classification
- neural network
- benchmark datasets
- text classification
- machine learning
- case study
- noise reduction
- noisy environments
- classification process
- classification systems
- classification rate
- feature selection
- classification models
- unsupervised learning
- support vector machine
- supervised learning
- image classification
- decision rules
- svm classifier
- class labels
- synthetic data