Relational Synthesis of Text and Numeric Data for Anomaly Detection on Computing System Logs.
Elisabeth BasemanSean BlanchardZongze LiSong FuPublished in: ICMLA (2016)
Keyphrases
- anomaly detection
- numeric data
- intrusion detection
- anomalous behavior
- categorical data
- detecting anomalies
- network intrusion detection
- network traffic
- network anomaly detection
- text mining
- detecting anomalous
- intrusion detection system
- relational data
- negative selection algorithm
- detect anomalies
- information retrieval
- unsupervised learning
- one class support vector machines
- pattern recognition
- computer vision
- cumulative sum
- relational learning
- high dimensional
- social networks