Detecting Anomalous Inputs to DNN Classifiers By Joint Statistical Testing at the Layers.
Jayaram RaghuramVarun ChandrasekaranSomesh JhaSuman BanerjeePublished in: CoRR (2020)
Keyphrases
- detecting anomalous
- intrusion detection
- anomaly detection
- statistical tests
- test set
- decision trees
- training data
- network traffic
- test data
- training set
- statistical models
- statistical analysis
- classification rate
- machine learning algorithms
- linear classifiers
- classification models
- statistical methods
- svm classifier
- supervised classification
- classifier combination
- multiple classifiers
- feature set
- real world
- test cases
- multi layer
- training process
- training examples
- training samples
- ensemble classifier
- multi class
- knowledge discovery
- machine learning