Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective.
João B. S. CarvalhoMengtao ZhangRobin GeyerCarlos CotriniJoachim M. BuhmannPublished in: NeurIPS (2023)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- unsupervised anomaly detection
- anomalous behavior
- network intrusion detection
- detect anomalies
- network anomaly detection
- intrusion detection system
- network traffic
- one class support vector machines
- computer security
- unsupervised learning
- network security
- detecting anomalous
- cumulative sum
- behavior analysis
- neural network
- malware detection
- connectionist systems
- causal relationships
- negative selection algorithm
- maximum entropy
- bayesian networks
- machine learning