Who Watches the Watchers: A Multi-Task Benchmark for Anomaly Detection.
Phil DemetriouIngolf BeckerStephen HailesPublished in: ICISSP (2022)
Keyphrases
- anomaly detection
- multi task
- multi task learning
- learning tasks
- intrusion detection
- multi class
- detecting anomalies
- anomalous behavior
- feature selection
- detect anomalies
- network intrusion detection
- learning problems
- network traffic
- transfer learning
- sparse learning
- real world
- intrusion detection system
- network anomaly detection
- conditional random fields
- unsupervised learning
- data analysis
- negative selection algorithm
- machine learning
- information gain
- pairwise
- markov random field
- text mining
- support vector machine
- one class support vector machines
- feature extraction
- misuse detection