Differential privacy Kalman filtering for graphical dynamic systems: Performance improvement and privacy calibration.
Simeng GuoWenling LiBin ZhangYang LiuPublished in: Digit. Signal Process. (2024)
Keyphrases
- dynamic systems
- differential privacy
- kalman filtering
- differentially private
- kalman filter
- state estimation
- privacy preserving
- private data
- privacy guarantees
- complex systems
- consistency based diagnosis
- particle filter
- privacy preservation
- dynamical systems
- particle filtering
- data privacy
- data sharing
- anonymized data
- personal information
- machine learning
- object tracking
- search logs
- privacy concerns
- privacy preserving data mining
- data publishing
- multi frame
- state space
- data sets