Evading Anomaly Detection through Variance Injection Attacks on PCA.
Benjamin I. P. RubinsteinBlaine NelsonLing HuangAnthony D. JosephShing-hon LauNina TaftJ. Doug TygarPublished in: RAID (2008)
Keyphrases
- anomaly detection
- injection attacks
- principal component analysis
- tensor analysis
- sparse pca
- intrusion detection
- detecting anomalies
- recommender systems
- network intrusion detection
- network traffic
- feature extraction
- anomalous behavior
- collaborative recommender systems
- principle component analysis
- dimensionality reduction
- face recognition
- network security
- one class support vector machines
- intrusion detection system
- detect anomalies
- network anomaly detection
- sql injection
- feature space
- unsupervised learning
- active learning
- training data
- information systems