Automated Attacks on Compression-Based Classifiers.
Igor BuragoDaniel LowdPublished in: AISec@CCS (2015)
Keyphrases
- semi automated
- linear classifiers
- data compression
- decision trees
- training data
- test set
- compression algorithm
- countermeasures
- classification systems
- classification algorithm
- image compression
- machine learning algorithms
- class labels
- naive bayes
- lossy compression
- support vector
- classification rate
- classification accuracy
- ensemble classifier
- feature selection
- classifier combination
- image watermarking
- compression scheme
- lossless compression
- supervised classification
- ensemble learning
- classification models
- machine learning methods
- training samples
- multi class