Automatic Malware Clustering using Word Embeddings and Unsupervised Learning.
Hugo Leonardo Duarte-GarciaAlberto Cortez-MarquezGabriel Sanchez-PerezHéctor Pérez-MeanaKarina Toscano-MedinaAldo Hernandez-SuarezPublished in: IWBF (2019)
Keyphrases
- unsupervised learning
- data clustering
- dimensionality reduction
- self organizing maps
- supervised learning
- semi supervised
- cluster analysis
- deep learning
- n gram
- clustering algorithm
- anomaly detection
- expectation maximization
- co occurrence
- high dimensional data
- machine learning
- clustering method
- fully automatic
- model selection
- k means
- object recognition
- text classification
- reverse engineering
- semi automatic
- minimum message length
- hierarchical clustering
- manifold learning
- categorical data
- malware detection
- spectral clustering
- maximum likelihood
- low dimensional
- reinforcement learning
- feature selection
- search engine
- information retrieval