Learning from Positive and Unlabeled Multi-Instance Bags in Anomaly Detection.
Lorenzo PeriniVincent VercruyssenJesse DavisPublished in: KDD (2023)
Keyphrases
- anomaly detection
- multi instance
- unsupervised learning
- connectionist systems
- intrusion detection
- supervised learning
- active learning
- learning problems
- semi supervised learning
- network intrusion detection
- multi instance learning
- single instance
- learning process
- intrusion detection system
- learning tasks
- semi supervised
- feature space
- detect anomalies
- anomalous behavior
- prior knowledge
- principal component analysis
- image processing
- real valued
- detecting anomalies
- reinforcement learning