Concept drift challenge in multimedia anomaly detection: A case study with facial datasets.
Pratibha KumariPriyankar ChoudharyVinit KujurPradeep K. AtreyMukesh SainiPublished in: Signal Process. Image Commun. (2024)
Keyphrases
- anomaly detection
- concept drift
- network anomaly detection
- novelty detection
- streaming data
- data streams
- intrusion detection
- detecting anomalies
- network traffic
- change detection
- network intrusion detection
- non stationary
- intrusion detection system
- data distribution
- anomalous behavior
- detect anomalies
- unsupervised learning
- one class support vector machines
- face recognition
- data sets
- negative selection algorithm
- classification algorithm
- benchmark datasets
- association rules
- data structure
- learning algorithm
- neural network