Adversarial Machine Learning: A Comparative Study on Contemporary Intrusion Detection Datasets.
Yulexis PachecoWeiqing SunPublished in: ICISSP (2021)
Keyphrases
- intrusion detection
- machine learning
- intrusion detection system
- anomaly detection
- data mining
- network security
- network traffic data
- network traffic
- network intrusion detection
- network intrusion
- high detection rate
- information security
- cyber security
- learning algorithm
- false positives and false negatives
- computer security
- artificial immune
- detecting anomalous
- intrusion prevention
- data analysis
- pattern recognition
- text classification
- database
- data mining techniques
- active learning
- feature selection
- information systems
- alert correlation
- computer vision
- computer networks
- data model
- reinforcement learning
- database systems
- real world
- data sets