Functionality-Preserving Adversarial Machine Learning for Robust Classification in Cybersecurity and Intrusion Detection Domains: A Survey.
Andrew McCarthyEssam GhadafiPanagiotis AndriotisPhil LeggPublished in: J. Cybersecur. Priv. (2022)
Keyphrases
- intrusion detection
- robust classification
- machine learning
- intrusion detection system
- data mining
- anomaly detection
- network security
- network intrusion detection
- network traffic
- alert correlation
- high detection rate
- detecting anomalous
- subspace methods
- network intrusion
- data mining techniques
- pattern recognition
- computer vision
- artificial immune
- real world
- information security
- network intrusions
- machine learning methods
- text classification
- text mining
- active learning
- feature selection
- fraud detection
- machine learning algorithms
- model selection
- knowledge discovery
- learning algorithm