Detection of Anomaly Detection with high dimensional data using volume and velocity aspects.
Ravi Kumar TataKoushik ChakrabortyRashima MahajanDeepak DudejaR. RamkumarUpasana GuptaPublished in: ICIMMI (2023)
Keyphrases
- anomaly detection
- high dimensional data
- nearest neighbor
- intrusion detection
- low dimensional
- high dimensional
- detecting anomalies
- dimensionality reduction
- detecting anomalous
- data sets
- subspace clustering
- high dimensional spaces
- data points
- intrusion detection system
- data analysis
- detect anomalies
- anomalous behavior
- similarity search
- network traffic
- network intrusion detection
- manifold learning
- high dimensional datasets
- dimension reduction
- clustering high dimensional data
- unsupervised learning
- lower dimensional
- machine learning
- data mining
- one class support vector machines
- misuse detection
- negative selection algorithm
- normal behavior
- subspace learning
- active learning
- training set
- pattern recognition
- face recognition
- image sequences
- image processing
- real world