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Mincer Algorithm: Privacy Protection for Publishing Trajectories Dynamically
- Source :
- 2020 12th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC).
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- Some applications require real-time analysis of trajectory data. But the direct release of the original trajectory to a third party for analysis will threaten the privacy of the trajectory subject. So the protection of trajectory privacy published dynamically is important. In this paper, a Mincer algorithm is proposed, which realizes the dynamic publishing of trajectories through the Translocation policy of trajectory points. The algorithm is low delay and reduces the information loss. The effectiveness of the algorithm and the usefulness of the published data are verified by experiments.
- Subjects :
- TheoryofComputation_MISCELLANEOUS
Information privacy
Third party
Computer science
business.industry
Privacy protection
Low delay
02 engineering and technology
Information loss
020401 chemical engineering
Publishing
0202 electrical engineering, electronic engineering, information engineering
Trajectory
020201 artificial intelligence & image processing
0204 chemical engineering
business
Algorithm
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 12th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC)
- Accession number :
- edsair.doi...........7fffaf6e3d6994dae8278a303058452a