Exploring syntactical features for anomaly detection in application logs.
Rafael CopsteinEgil KarlsenJeff SchwartzentruberNur Zincir-HeywoodMalcolm I. HeywoodPublished in: it Inf. Technol. (2022)
Keyphrases
- anomaly detection
- intrusion detection
- network intrusion detection
- network traffic
- intrusion detection system
- anomalous behavior
- detecting anomalies
- network anomaly detection
- feature extraction
- detecting anomalous
- co occurrence
- negative selection algorithm
- behavior analysis
- feature vectors
- connectionist systems
- sparse pca
- cumulative sum
- data sets
- unsupervised anomaly detection
- computer security
- training set
- pattern recognition
- data mining
- neural network