Certifying Decision Trees Against Evasion Attacks by Program Analysis.
Stefano CalzavaraPietro FerraraClaudio LucchesePublished in: ESORICS (2) (2020)
Keyphrases
- decision trees
- countermeasures
- predictive accuracy
- information security
- decision tree induction
- random forest
- machine learning algorithms
- data mining methods
- machine learning
- constructive induction
- traffic analysis
- terrorist attacks
- ensemble methods
- neural network
- feature construction
- security protocols
- java card
- decision tree learning
- malicious attacks
- decision tree algorithm
- multivariate decision trees
- decision rules
- logistic regression
- nearest neighbour
- rule induction
- watermarking scheme
- classification accuracy
- decision tree classifiers
- training set
- training data
- information systems