Anomaly Detection, Consider Your Dataset First An Illustration on Fraud Detection.
Ayman AlaziziAmaury HabrardFrançois JacquenetLiyun He-GueltonFrédéric ObléWissam SibliniPublished in: ICTAI (2019)
Keyphrases
- databases
- anomaly detection
- fraud detection
- network intrusion detection
- intrusion detection
- network intrusion
- network anomaly detection
- intrusion detection system
- credit card fraud detection
- detecting anomalies
- network traffic
- outlier detection
- anomalous behavior
- cost sensitive
- social network analysis
- data mining techniques
- network security
- unsupervised learning
- one class support vector machines
- information security
- knowledge discovery
- data sets
- data mining
- outlier mining
- information retrieval
- negative selection algorithm
- image segmentation
- detection algorithm
- multi class
- principal component analysis