Synthetic Data Generation for Fraud Detection using GANs.
Charitos CharitouSimo DragicevicArtur d'Avila GarcezPublished in: CoRR (2021)
Keyphrases
- fraud detection
- data generation
- outlier detection
- cost sensitive
- credit card fraud detection
- network intrusion detection
- data streams
- active learning
- data mining techniques
- data mining
- rare events
- social network analysis
- credit card
- real world
- streaming data
- intrusion detection
- high throughput
- online auctions
- co training
- semi supervised learning
- change detection
- supervised learning
- small number
- multi class
- d objects
- training set
- social networks
- machine learning
- databases