Robust malware clustering of windows portable executables using ensemble latent representation and distribution modeling.
Syed Khurram Jah RizviMuhammad Moazam FrazPublished in: Concurr. Comput. Pract. Exp. (2023)
Keyphrases
- malware detection
- clustering algorithm
- clustering method
- data clustering
- parameter free
- temporal aspects
- feature selection
- information theoretic
- cluster ensemble
- fuzzy clustering
- ensemble learning
- malicious executables
- modeling tool
- dynamic bayesian networks
- reverse engineering
- hierarchical clustering
- high dimensional data
- feature descriptors
- categorical data
- base classifiers
- spectral clustering
- unsupervised learning
- k means
- training set