Casting out Demons: Sanitizing Training Data for Anomaly Sensors.
Gabriela F. CretuAngelos StavrouMichael E. LocastoSalvatore J. StolfoAngelos D. KeromytisPublished in: IEEE Symposium on Security and Privacy (2008)
Keyphrases
- training data
- anomaly detection
- training set
- real time
- test data
- sensor networks
- training process
- data sets
- intrusion detection
- multi sensor
- image registration
- learning algorithm
- training dataset
- decision trees
- sensor data
- data fusion
- diffeomorphic image registration
- test set
- labeled data
- privacy preservation
- training instances
- anomalous behavior
- training examples
- classification models
- classification accuracy
- sensor fusion
- prior knowledge
- semi supervised learning
- deformable registration
- training samples
- unlabeled data
- supervised learning
- domain knowledge
- sensor technology