Zen and the art of model adaptation: Low-utility-cost attack mitigations in collaborative machine learning.
Dmitrii UsyninDaniel RueckertJonathan Passerat-PalmbachGeorgios KaissisPublished in: Proc. Priv. Enhancing Technol. (2022)
Keyphrases
- machine learning
- utility function
- active learning
- decision trees
- text mining
- total cost
- semi supervised learning
- cost sensitive learning
- pattern recognition
- supervised learning
- knowledge acquisition
- computer vision
- machine learning algorithms
- artificial intelligence
- model selection
- secret key
- minimum cost
- multi user
- learning algorithm
- cost sensitive
- inductive logic programming
- cooperative
- decision makers
- data mining
- information extraction
- information systems
- data analysis
- support vector