Anomaly Detection: How to Artificially Increase your F1-Score with a Biased Evaluation Protocol.
Damien FourureMuhammad Usama JavaidNicolas PosoccoSimon TihonPublished in: CoRR (2021)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- detecting anomalies
- intrusion detection system
- network intrusion detection
- detect anomalies
- one class support vector machines
- unsupervised anomaly detection
- behavior analysis
- network anomaly detection
- computer security
- network traffic
- detecting anomalous
- malware detection
- network intrusion
- genetic algorithm
- data sets
- probabilistic model
- training set
- machine learning
- negative selection algorithm
- neural network