Improving Adversarial Attacks Against Executable Raw Byte Classifiers.
Justin BurrShengjie XuPublished in: INFOCOM Workshops (2021)
Keyphrases
- decision trees
- training data
- classification algorithm
- countermeasures
- machine learning algorithms
- supervised classification
- high level
- svm classifier
- naive bayes
- classification models
- raw data
- classification systems
- security mechanisms
- training samples
- feature selection
- chosen plaintext
- multiple classifiers
- malicious attacks
- malicious users
- data sets
- classification rate
- extracted features
- machine learning methods
- pattern matching
- test set
- feature set
- training set
- support vector
- neural network