Network traffic anomaly detection using PCA and BiGAN.
Rajlaxmi PatilRajshekhar BiradarVinayakumar RaviPoornima BiradarUttam GhoshPublished in: Internet Technol. Lett. (2022)
Keyphrases
- anomaly detection
- network traffic
- principal component analysis
- tensor analysis
- intrusion detection
- sparse pca
- network intrusion detection
- intrusion detection system
- detecting anomalies
- computer networks
- principle component analysis
- detecting anomalous
- traffic data
- anomalous behavior
- network security
- dimensionality reduction
- feature extraction
- traffic patterns
- detect anomalies
- one class support vector machines
- network anomaly detection
- traffic analysis
- unsupervised learning
- network intrusion
- face recognition
- databases
- feature space
- object recognition
- data sets
- long range dependence