Utilizing an adaptive window rolling median methodology for time series anomaly detection.
Dimitris DimoudisThanasis VafeiadisAlexandros NizamisDimosthenis IoannidisDimitrios TzovarasPublished in: ISM (2023)
Keyphrases
- anomaly detection
- detect anomalies
- intrusion detection
- network intrusion detection
- network traffic
- detecting anomalies
- anomalous behavior
- sliding window
- unsupervised anomaly detection
- detecting anomalous
- intrusion detection system
- behavior analysis
- computer security
- network security
- network anomaly detection
- neural network
- unsupervised learning
- data assimilation
- machine learning
- network intrusion
- object recognition
- negative selection algorithm
- similarity measure
- cumulative sum