CML-IDS: Enhancing Intrusion Detection in SDN Through Collaborative Machine Learning.
Pegah GolchinChengbo ZhouPratyush AgnihotriMehrdad HajizadehRalf KundelRalf SteinmetzPublished in: CNSM (2023)
Keyphrases
- intrusion detection
- intrusion detection system
- machine learning
- data mining
- anomaly detection
- network traffic
- network intrusion detection
- network security
- high detection rate
- network intrusions
- network intrusion detection systems
- computer networks
- intrusion prevention
- network intrusion
- artificial immune
- cyber security
- text classification
- supervised learning
- false positives and false negatives
- detecting anomalous
- network attacks
- information security
- learning algorithm
- text mining
- misuse detection
- alert correlation
- unsupervised learning
- computer security
- computer vision
- decision trees
- security vulnerabilities
- databases
- credit card fraud detection
- feature selection
- data analysis
- normal behavior
- active learning
- data mining techniques
- model selection