Improving Network Intrusion Detection Classifiers by Non-payload-Based Exploit-Independent Obfuscations: An Adversarial Approach.
Ivan HomoliakMartin TeknosMartín OchoaDominik BreitenbacherSaeid HosseiniPetr HanácekPublished in: EAI Endorsed Trans. Security Safety (2019)
Keyphrases
- network intrusion detection
- network traffic
- anomaly detection
- intrusion detection
- network intrusion
- intrusion detection system
- artificial immune
- training data
- feature selection
- network anomaly detection
- network intrusions
- support vector
- fraud detection
- network traffic data
- naive bayes
- network attacks
- data sets
- data management
- machine learning
- class labels
- computer networks
- text categorization
- traffic data
- expectation maximization
- training set
- metadata
- information retrieval