Simple Heuristics as a Viable Alternative to Machine Learning-Based Anomaly Detection in Industrial IoT.
Balint BicskiKároly FarkasAdrián PekárPublished in: IEEE Internet Things Mag. (2023)
Keyphrases
- anomaly detection
- viable alternative
- machine learning
- intrusion detection
- network anomaly detection
- network intrusion detection
- anomalous behavior
- detecting anomalies
- network traffic
- computer security
- intrusion detection system
- one class support vector machines
- unsupervised anomaly detection
- data mining
- detecting anomalous
- unsupervised learning
- pattern recognition
- computer vision
- network security
- behavior analysis
- fine tuning
- information extraction
- network intrusion
- learning algorithm
- detect anomalies
- negative selection algorithm
- text classification
- support vector machine
- data analysis