ADGym: Design Choices for Deep Anomaly Detection.
Minqi JiangChaochuan HouAo ZhengSongqiao HanHailiang HuangQingsong WenXiyang HuYue ZhaoPublished in: CoRR (2023)
Keyphrases
- anomaly detection
- design choices
- intrusion detection
- design space
- trade off
- anomalous behavior
- design decisions
- network intrusion detection
- detecting anomalies
- network traffic
- intrusion detection system
- detecting anomalous
- network security
- unsupervised anomaly detection
- one class support vector machines
- behavior analysis
- network intrusion
- network anomaly detection
- negative selection algorithm
- unsupervised learning
- machine learning
- normal behavior
- detect anomalies
- text classification
- decision makers
- case study