Video Anomaly Latent Training GAN (VALT GAN): Enhancing Anomaly Detection Through Latent Space Mining.
Anikeit SethiKrishanu SainiRituraj SinghSumeet SauravAruna TiwariSanjay SinghVikas ChauhanPublished in: SSCI (2023)
Keyphrases
- anomaly detection
- latent space
- latent variables
- intrusion detection
- gaussian process
- detect anomalies
- low dimensional
- generative model
- detecting anomalies
- anomalous behavior
- gaussian processes
- matrix factorization
- network traffic
- dimensionality reduction
- parameter space
- lower dimensional
- manifold learning
- video sequences
- feature space
- gaussian process latent variable models
- network intrusion detection
- probabilistic latent semantic analysis
- transfer learning
- distance metric
- text mining
- high dimensional
- intrusion detection system
- data mining
- high dimensional data
- supervised learning
- training set
- knowledge discovery
- feature vectors
- pattern recognition
- data sets
- random variables
- topic models
- gaussian mixture
- collaborative filtering
- prior knowledge
- normal behavior
- reinforcement learning