Fake it till you Detect it: Continual Anomaly Detection in Multivariate Time-Series using Generative AI.
Gastón García GonzálezPedro CasasAlicia FernándezPublished in: EuroS&P Workshops (2023)
Keyphrases
- anomaly detection
- multivariate time series
- detect anomalies
- detecting anomalous
- intrusion detection
- normal behavior
- unsupervised learning
- detecting anomalies
- anomalous behavior
- network intrusion detection
- temporal data
- network traffic
- generative model
- intrusion detection system
- temporal patterns
- misuse detection
- dimension reduction
- one class support vector machines
- categorical data
- autoregressive
- probabilistic model
- data structure
- negative selection algorithm
- temporal information
- information extraction
- computer vision
- neural network