F1-EV score: Measuring The Likelihood of Estimating a Good Decision Threshold for Semi-Supervised Anomaly Detection.
Kevin WilkinghoffKeisuke ImotoPublished in: ICASSP (2024)
Keyphrases
- anomaly detection
- semi supervised
- unsupervised anomaly detection
- unsupervised learning
- intrusion detection
- detecting anomalies
- supervised learning
- computer security
- network traffic
- anomalous behavior
- semi supervised learning
- labeled data
- one class support vector machines
- network security
- maximum likelihood
- pairwise
- network intrusion detection
- network intrusion
- active learning
- network anomaly detection
- intrusion detection system
- malware detection
- detect anomalies
- bayesian networks
- normal behavior