Poster: RPAL-Recovering Malware Classifiers from Data Poisoning using Active Learning.
Shae McFaddenZeliang KanLorenzo CavallaroFabio PierazziPublished in: CCS (2023)
Keyphrases
- active learning
- training data
- data collection
- data sets
- computer systems
- data processing
- data analysis
- data sources
- image data
- data distribution
- raw data
- probability distribution
- knowledge discovery
- data structure
- data samples
- database
- spatial data
- missing values
- training instances
- original data
- feature subset
- linear classifiers
- prior knowledge
- test data
- training samples
- semi supervised learning
- labeled data
- support vector
- data points
- classification accuracy