Deceiving Portable Executable Malware Classifiers into Targeted Misclassification with Practical Adversarial Examples.
Yunus KucukGuanhua YanPublished in: CODASPY (2020)
Keyphrases
- training examples
- control flow
- machine learning algorithms
- training data
- test set
- real world
- supervised classification
- classification models
- error rate
- support vector
- naive bayes
- multiple classifiers
- binary classification problems
- linear classifiers
- classification algorithm
- multi agent
- training set
- learning algorithm
- machine learning
- classification systems
- data sets
- multi class
- classifier combination
- training samples
- misclassification rate
- real life examples
- sufficient training data