A King's Ransom for Encryption: Ransomware Classification using Augmented One-Shot Learning and Bayesian Approximation.
Amir Atapour AbarghoueiStephen BonnerAndrew Stephen McGoughPublished in: IEEE BigData (2019)
Keyphrases
- classification scheme
- pattern recognition
- machine learning
- bayesian methods
- pattern classification
- classification systems
- classification accuracy
- feature extraction
- image classification
- support vector machine
- supervised learning
- automatic classification
- classification algorithm
- feature vectors
- feature space
- classification process
- support vector
- decision trees
- gaussian processes
- monte carlo sampling
- text classification
- classification models
- approximation algorithms
- support vector machine svm
- maximum likelihood
- training set
- object recognition
- feature selection