Data Poisoning Attacks on Regression Learning and Corresponding Defenses.
Nicolas Michael MüllerDaniel KowatschKonstantin BöttingerPublished in: CoRR (2020)
Keyphrases
- prior knowledge
- data sets
- raw data
- training data
- supervised learning
- background knowledge
- data collection
- data processing
- database
- data sources
- social networks
- high dimensional data
- learning algorithm
- data quality
- learning models
- learning process
- probability distribution
- learning environment
- reinforcement learning
- computer systems
- learning systems
- missing data
- learning tasks
- neural network
- locally weighted