Demystifying Membership Inference Attacks in Machine Learning as a Service.
Stacey TruexLing LiuMehmet Emre GursoyLei YuWenqi WeiPublished in: IEEE Trans. Serv. Comput. (2021)
Keyphrases
- machine learning
- pattern recognition
- service providers
- data analysis
- web services
- knowledge acquisition
- information services
- decision trees
- machine learning methods
- learning algorithm
- service oriented
- artificial intelligence
- neural network
- text classification
- machine learning and data mining
- explanation based learning
- active learning
- information extraction
- processor sharing
- service discovery
- service composition
- machine learning algorithms
- management system
- learning systems
- reinforcement learning
- statistical methods
- kernel methods
- learning tasks
- feature selection
- computer science
- special case
- machine learning approaches
- semantic web services
- knowledge discovery
- mobile services
- computational intelligence
- service management