Certifying Decision Trees Against Evasion Attacks by Program Analysis.
Stefano CalzavaraPietro FerraraClaudio LucchesePublished in: CoRR (2020)
Keyphrases
- decision trees
- countermeasures
- information security
- decision tree induction
- naive bayes
- machine learning
- random forest
- machine learning algorithms
- training set
- logistic regression
- predictive accuracy
- decision tree learning
- decision rules
- decision tree algorithm
- attribute selection
- training data
- denial of service attacks
- watermarking scheme
- malicious attacks
- computer security
- data mining
- traffic analysis
- security protocols
- attack detection
- information systems
- neural network
- security issues
- ddos attacks
- data mining methods
- rule sets
- java card
- association rules
- security threats
- data streams
- learning algorithm
- boosted decision trees