Time-Series Aware Precision and Recall for Anomaly Detection: Considering Variety of Detection Result and Addressing Ambiguous Labeling.
Won-Seok HwangJeong-Han YunJonguk KimHyoungChun KimPublished in: CIKM (2019)
Keyphrases
- anomaly detection
- precision and recall
- detect anomalies
- intrusion detection
- detecting anomalies
- anomalous behavior
- information extraction
- network traffic
- detecting anomalous
- intrusion detection system
- network intrusion detection
- unsupervised learning
- evaluation metrics
- unsupervised anomaly detection
- behavior analysis
- network anomaly detection
- misuse detection
- computer security
- highest precision
- detection algorithm
- malware detection
- multi class
- machine learning
- network security
- training data
- image segmentation
- computer vision
- connectionist systems