Synthetic dataset generator for anomaly detection in a university environment.
Pavel StrnadLukás SvarcPetr BerkaPublished in: Intell. Data Anal. (2023)
Keyphrases
- anomaly detection
- synthetic datasets
- intrusion detection
- detecting anomalies
- anomalous behavior
- network traffic
- network intrusion detection
- behavior analysis
- unsupervised anomaly detection
- one class support vector machines
- experimental study
- network anomaly detection
- real dataset
- intrusion detection system
- computer security
- detect anomalies
- real life
- detecting anomalous
- network security
- unsupervised learning
- support vector machine
- negative selection algorithm
- real world
- synthetic data
- maximum likelihood
- network intrusion
- data mining techniques
- similarity measure
- image segmentation
- image processing