Time is of the Essence: Machine Learning-based Intrusion Detection in Industrial Time Series Data.
Simon Duque AntónLia AhrensDaniel FraunholzHans Dieter SchottenPublished in: CoRR (2018)
Keyphrases
- intrusion detection
- machine learning
- anomaly detection
- intrusion detection system
- data mining
- network intrusion detection
- network traffic
- network security
- decision trees
- network intrusion
- high detection rate
- information security
- computer security
- false positives and false negatives
- detecting anomalous
- alert correlation
- artificial immune
- data analysis
- pattern recognition
- computer vision
- unsupervised learning
- data mining techniques
- cyber security
- network attacks
- network intrusions
- probabilistic model
- data sets
- learning algorithm
- model selection
- text mining
- feature selection
- fraud detection
- reinforcement learning
- computer networks
- credit card fraud detection
- computational intelligence
- semi supervised
- knowledge discovery