Privacy-Preserving POMDP Planning via Belief Manipulation.
Wei ZhengTaeho JungHai LinPublished in: IEEE Control. Syst. Lett. (2022)
Keyphrases
- privacy preserving
- belief space
- belief state
- point based value iteration
- privacy preserving data mining
- partially observable markov decision processes
- partially observable
- partially observable markov decision process
- planning problems
- privacy preservation
- state space
- vertically partitioned data
- privacy concerns
- record linkage
- partitioned data
- reinforcement learning
- preserving privacy
- belief revision
- horizontally partitioned data
- multi party
- private information
- sensitive information
- private data
- privacy sensitive
- privacy protection
- scalar product
- data privacy
- sensitive data
- data perturbation
- personal data
- privacy preserving classification
- privacy requirements
- data publishing
- naive bayesian classification
- privacy preserving association rule mining
- homomorphic encryption
- optimal policy
- smart card
- differential privacy