Anomaly Detection: How to Artificially Increase Your F1-Score with a Biased Evaluation Protocol.
Damien FourureMuhammad Usama JavaidNicolas PosoccoSimon TihonPublished in: ECML/PKDD (4) (2021)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- detecting anomalies
- intrusion detection system
- network intrusion detection
- network anomaly detection
- unsupervised anomaly detection
- one class support vector machines
- computer security
- detecting anomalous
- unsupervised learning
- behavior analysis
- network traffic
- detect anomalies
- neural network
- negative selection algorithm
- data points
- hidden markov models
- object recognition
- learning algorithm
- machine learning
- data assimilation
- data sets