Time is of the Essence: Machine Learning-Based Intrusion Detection in Industrial Time Series Data.
Simon Duque AntónLia AhrensDaniel FraunholzHans Dieter SchottenPublished in: ICDM Workshops (2018)
Keyphrases
- intrusion detection
- machine learning
- anomaly detection
- intrusion detection system
- data mining
- network security
- network traffic
- data analysis
- pattern recognition
- network intrusion detection
- high detection rate
- cyber security
- artificial immune
- alert correlation
- detecting anomalous
- computer security
- information security
- reinforcement learning
- unsupervised learning
- feature selection
- network intrusions
- supervised learning
- active learning
- learning algorithm
- network intrusion detection systems
- distributed intrusion detection
- data mining techniques
- information systems
- credit card fraud detection
- network attacks
- network traffic data
- intrusion prevention