Impact of log parsing on deep learning-based anomaly detection.
Zanis Ali KhanDonghwan ShinDomenico BianculliLionel C. BriandPublished in: Empir. Softw. Eng. (2024)
Keyphrases
- anomaly detection
- deep learning
- unsupervised learning
- detecting anomalies
- intrusion detection
- anomalous behavior
- network intrusion detection
- network anomaly detection
- supervised learning
- machine learning
- network traffic
- intrusion detection system
- natural language
- neural network
- weakly supervised
- mental models
- detect anomalies
- data sets
- expectation maximization
- natural language processing
- one class support vector machines
- text classification
- high dimensional
- reinforcement learning
- image processing
- computer vision
- negative selection algorithm