Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning.
Matthew JagielskiAlina OpreaBattista BiggioChang LiuCristina Nita-RotaruBo LiPublished in: IEEE Symposium on Security and Privacy (2018)
Keyphrases
- countermeasures
- machine learning
- supervised learning
- learning algorithm
- learning tasks
- knowledge acquisition
- learning systems
- learning problems
- reinforcement learning
- information security
- inductive learning
- information systems
- support vector
- classification and regression problems
- database
- learning machines
- knowledge discovery
- active learning
- learning process
- text classification
- software engineering
- locally weighted