Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning.
Matthew JagielskiAlina OpreaBattista BiggioChang LiuCristina Nita-RotaruBo LiPublished in: CoRR (2018)
Keyphrases
- countermeasures
- machine learning
- learning systems
- learning algorithm
- learning tasks
- information security
- active learning
- learning problems
- reinforcement learning
- learning process
- supervised learning
- regression model
- locally weighted
- inductive learning
- data mining
- lightweight
- knowledge acquisition
- machine learning algorithms
- explanation based learning
- knowledge management
- security measures
- defense mechanisms