Improving Network Intrusion Detection Classifiers by Non-payload-Based Exploit-Independent Obfuscations: An Adversarial Approach.
Ivan HomoliakMartin TeknosMartín OchoaDominik BreitenbacherSaeid HosseiniPetr HanácekPublished in: CoRR (2018)
Keyphrases
- network intrusion detection
- network traffic
- intrusion detection
- anomaly detection
- network intrusion
- artificial immune
- fraud detection
- network traffic data
- decision trees
- intrusion detection system
- training data
- network anomaly detection
- training set
- support vector
- feature selection
- data sets
- knowledge discovery
- network attacks
- naive bayes
- social network analysis
- class labels
- high dimensional
- social networks