REPD: Source code defect prediction as anomaly detection.
Petar AfricLucija SikicAdrian Satja KurdijaMarin SilicPublished in: J. Syst. Softw. (2020)
Keyphrases
- anomaly detection
- defect prediction
- source code
- software repositories
- software projects
- intrusion detection
- open source
- software systems
- detecting anomalies
- anomalous behavior
- network intrusion detection
- software maintenance
- address these issues
- detect anomalies
- network traffic
- network security
- software evolution
- source files
- intrusion detection system
- one class support vector machines
- high level
- software quality
- raw data
- unsupervised learning
- real world
- software components
- high dimensional
- negative selection algorithm
- information systems