CREME: A toolchain of automatic dataset collection for machine learning in intrusion detection.
Huu-Khoi BuiYing-Dar LinRen-Hung HwangPo-Ching LinVan-Linh NguyenYuan-Cheng LaiPublished in: J. Netw. Comput. Appl. (2021)
Keyphrases
- intrusion detection
- machine learning
- intrusion detection system
- anomaly detection
- network security
- network traffic
- data mining
- network intrusion detection
- high detection rate
- outlier mining
- network traffic data
- information security
- artificial immune
- network intrusion
- detecting anomalous
- alert correlation
- computer security
- computer vision
- nsl kdd
- cyber security
- decision trees
- data analysis
- pattern recognition
- network attacks
- learning algorithm
- false positives and false negatives
- fraud detection
- probabilistic model
- credit card fraud detection
- reinforcement learning
- network intrusion detection systems
- network intrusions
- real world