ADGym: Design Choices for Deep Anomaly Detection.
Minqi JiangChaochuan HouAo ZhengSongqiao HanHailiang HuangQingsong WenXiyang HuYue ZhaoPublished in: NeurIPS (2023)
Keyphrases
- anomaly detection
- design choices
- intrusion detection
- design space
- design decisions
- trade off
- detecting anomalies
- network traffic
- anomalous behavior
- network anomaly detection
- network intrusion detection
- detect anomalies
- network security
- behavior analysis
- unsupervised anomaly detection
- intrusion detection system
- unsupervised learning
- pattern recognition
- one class support vector machines
- detecting anomalous
- cumulative sum
- search algorithm
- feature extraction