Log-based Anomaly Detection with Deep Learning: How Far Are We?
Van-Hoang LeHongyu ZhangPublished in: ICSE (2022)
Keyphrases
- anomaly detection
- deep learning
- unsupervised learning
- intrusion detection
- detecting anomalies
- unsupervised feature learning
- network intrusion detection
- machine learning
- network traffic
- supervised learning
- intrusion detection system
- weakly supervised
- anomalous behavior
- network anomaly detection
- one class support vector machines
- detect anomalies
- image processing
- reinforcement learning
- pattern recognition
- object recognition
- pairwise
- expectation maximization
- feature selection
- hidden markov models
- negative selection algorithm
- feature vectors