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06/06/2023
OptimShare: A Unified Framework for Privacy Preserving Data Sharing – Towards the Practical Utility of Data with Privacy
Tabular data sharing serves as a common method for data exchange. Howeve...
share
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02/20/2023
Efficient Privacy-Preserved Processing of Multimodal Data for Vehicular Traffic Analysis
We estimate vehicular traffic states from multimodal data collected by s...
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09/03/2022
Randomized Privacy Budget Differential Privacy
While pursuing better utility by discovering knowledge from the data, in...
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06/27/2022
DPOAD: Differentially Private Outsourcing of Anomaly Detection through Iterative Sensitivity Learning
Outsourcing anomaly detection to third-parties can allow data owners to ...
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09/20/2020
R^2DP: A Universal and Automated Approach to Optimizing the Randomization Mechanisms of Differential Privacy for Utility Metrics with No Known Optimal Distributions
Differential privacy (DP) has emerged as a de facto standard privacy not...
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10/24/2018