Machine Learning Security against Data Poisoning: Are We There Yet?
Antonio Emanuele CinàKathrin GrosseAmbra DemontisBattista BiggioFabio RoliMarcello PelilloPublished in: CoRR (2022)
Keyphrases
- data sets
- machine learning
- knowledge discovery
- data analysis
- training data
- data distribution
- database
- data collection
- social networks
- high dimensional data
- statistical methods
- image data
- data points
- prior knowledge
- data structure
- website
- original data
- raw data
- sensitive information
- sensitive data
- learning algorithm
- sensor data
- data integrity
- missing data
- statistical analysis
- access control
- data processing
- end users
- data sources
- databases
- high quality
- data mining