Prospects of Privacy Advantage in Quantum Machine Learning.
Jamie HeredgeNiraj KumarDylan HermanShouvanik ChakrabartiRomina YalovetzkyShree Hari SureshbabuChanghao LiMarco PistoiaPublished in: CoRR (2024)
Keyphrases
- machine learning
- machine learning methods
- data mining
- privacy preserving
- active learning
- pattern recognition
- personal information
- natural language processing
- computational intelligence
- machine learning algorithms
- privacy protection
- privacy preserving data mining
- explanation based learning
- private information
- artificial intelligence
- text mining
- reinforcement learning
- knowledge discovery
- data management
- quantum computation
- privacy requirements
- machine learning approaches
- statistical databases
- sensitive information
- inductive logic programming
- learning tasks
- information extraction
- knowledge acquisition
- security risks
- privacy preservation
- identity management
- privacy enhancing
- security issues
- inductive learning
- neural network
- support vector machine
- computer vision
- computer science
- support vector