SoK: Unintended Interactions among Machine Learning Defenses and Risks.
Vasisht DudduSebastian SzyllerN. AsokanPublished in: CoRR (2023)
Keyphrases
- machine learning
- machine learning systems
- machine learning methods
- machine learning algorithms
- decision trees
- text mining
- knowledge acquisition
- text classification
- inductive learning
- feature selection
- risk management
- pattern recognition
- learning systems
- semi supervised learning
- computer vision
- supervised learning
- natural language processing
- expert systems
- real time
- decision support system
- learning algorithm
- risk factors
- risk analysis
- computational intelligence
- inductive logic programming
- network security
- machine learning approaches
- learning tasks
- model selection
- information extraction
- decision making
- information systems
- data mining
- real world
- neural network