Exploring Backdoor Poisoning Attacks Against Malware Classifiers.
Giorgio SeveriJim MeyerScott E. CoullAlina OpreaPublished in: CoRR (2020)
Keyphrases
- detect malicious
- malicious code
- training data
- reverse engineering
- support vector
- decision trees
- training set
- detecting malicious
- classification systems
- feature selection
- machine learning algorithms
- naive bayes
- attack scenarios
- static analysis
- linear classifiers
- test set
- feature set
- attack detection
- anti virus
- security threats
- computer security
- countermeasures
- data sets
- ensemble learning
- classification algorithm
- training samples
- classification rate
- classifier ensemble
- classifier combination
- multiple classifiers
- dynamic analysis
- classification models
- machine learning methods
- classification method
- classification accuracy
- wireless sensor networks