Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-supervised Neural Networks.
Xiaoyong YuanLei DingMalek Ben SalemXiaolin LiDapeng WuPublished in: SecureComm (1) (2020)
Keyphrases
- information systems
- web applications
- anomaly detection
- neural network
- connectionist systems
- intrusion detection
- application development
- anomalous behavior
- network traffic
- network intrusion detection
- detecting anomalies
- web application development
- intrusion detection system
- web services
- business applications
- knowledge management
- web browser
- end users
- one class support vector machines
- unsupervised learning
- negative selection algorithm
- architectural style
- network anomaly detection
- mashup
- pattern recognition
- web crawlers
- databases
- case study
- application developers
- network security
- detect anomalies
- web development
- dynamic content
- rich internet applications
- support vector machine
- website
- supervised learning