Anomaly Detection from Log Files Using Unsupervised Deep Learning.
Sathya BursicVittorio CuculoAlessandro D'AmelioPublished in: FM Workshops (1) (2019)
Keyphrases
- anomaly detection
- deep learning
- log files
- unsupervised learning
- unsupervised anomaly detection
- website
- intrusion detection
- deep architectures
- log data
- supervised learning
- semi supervised
- weakly supervised
- detecting anomalies
- dimensionality reduction
- web server
- web users
- machine learning
- domain experts
- detect anomalies
- domain knowledge
- knowledge base
- one class support vector machines
- object recognition
- text classification
- intrusion detection system
- model selection
- feature selection