DeepLog: Anomaly Detection and Diagnosis from System Logs through Deep Learning.
Min DuFeifei LiGuineng ZhengVivek SrikumarPublished in: CCS (2017)
Keyphrases
- anomaly detection
- deep learning
- unsupervised learning
- intrusion detection
- unsupervised feature learning
- network intrusion detection
- anomalous behavior
- machine learning
- detecting anomalies
- one class support vector machines
- mental models
- network traffic
- intrusion detection system
- weakly supervised
- object recognition
- similarity measure
- information retrieval
- neural network
- dimensionality reduction
- association rules
- detect anomalies
- computer vision
- network anomaly detection
- negative selection algorithm
- data mining