Cluster analysis for deobfuscation of malware variants during ransomware attacks.
Anthony ArrottArun LakhotiaFerenc LeitoldCharles LeDouxPublished in: CyberSA (2018)
Keyphrases
- cluster analysis
- detect malicious
- malicious code
- detecting malicious
- categorical data
- attack scenarios
- data clustering
- clustering method
- factor analysis
- k means
- clustering algorithm
- unsupervised learning
- clustering analysis
- data mining
- correlation analysis
- static analysis
- fuzzy clustering
- data mining techniques
- hierarchical latent class models
- data analysis
- malware detection
- multidimensional scaling
- cluster validity
- partitional clustering
- computer security
- intrusion detection system
- databases