DeepEAD: Explainable Anomaly Detection from System Logs.
Xinda WangKyeong Jin KimYe WangToshiaki Koike-AkinoKieran ParsonsPublished in: ICC (2023)
Keyphrases
- anomaly detection
- intrusion detection
- network intrusion detection
- intrusion detection system
- detecting anomalies
- anomalous behavior
- network traffic
- unsupervised anomaly detection
- detecting anomalous
- computer security
- behavior analysis
- one class support vector machines
- network security
- detect anomalies
- unsupervised learning
- neural network
- malware detection
- maximum likelihood
- principal component analysis
- image segmentation
- negative selection algorithm
- machine learning
- real world