EM Meets Malicious Data: A Novel Method for Massive Malware Family Inference.
Yongkang JiangShenghong LiTong LiPublished in: ICBDT (2020)
Keyphrases
- synthetic data
- data sets
- statistical methods
- input data
- detection method
- missing data
- data collection
- prior knowledge
- database
- test data
- information loss
- preprocessing
- noisy data
- prior information
- knowledge discovery
- pairwise
- data structure
- data mining
- clustering method
- em algorithm
- similarity measure
- image data
- probabilistic model
- training data
- unsupervised learning
- data mining techniques
- significant improvement
- k means
- bayesian inference
- massive amounts of data