Concept Drift Challenge in Multimedia Anomaly Detection: A Case Study with Facial Datasets.
Pratibha KumariPriyankar ChoudharyPradeep K. AtreyMukesh SainiPublished in: CoRR (2022)
Keyphrases
- anomaly detection
- concept drift
- network anomaly detection
- streaming data
- novelty detection
- intrusion detection
- data streams
- detecting anomalies
- intrusion detection system
- anomalous behavior
- network intrusion detection
- non stationary
- data distribution
- one class support vector machines
- change detection
- network traffic
- benchmark datasets
- face recognition
- data analysis
- classification algorithm
- training set
- detect anomalies
- k nearest neighbor
- unsupervised learning