Investigating a Spectral Deception Loss Metric for Training Machine Learning-based Evasion Attacks.
Matthew DelVecchioVanessa ArndorferWilliam C. HeadleyPublished in: CoRR (2020)
Keyphrases
- machine learning
- countermeasures
- data mining
- supervised learning
- data corruption
- training set
- training process
- metric learning
- incomplete information
- learning tasks
- distance function
- machine learning algorithms
- text mining
- decision trees
- online learning
- training examples
- information extraction
- support vector machine
- spectral analysis
- training algorithm
- artificial intelligence
- learning algorithm
- metric space
- information loss
- network anomaly detection
- hyperspectral
- information security
- machine learning methods
- distance metric
- test set
- knowledge representation
- pattern recognition
- feature selection