A Demonstration of VisDPT: Visual Exploration of Differentially Private Trajectories
Summary: VisDPT interactively visualizes privacy risks and utility loss in differentially private trajectory releases. It helps curators interpret formal guarantees and compare sanitized mobility data against ground truth when deciding what to publish. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Xi He (Duke University)
- 2. Nisarg Raval (Duke University)
- 3. Ashwin Machanavajjhala (Duke University)
BibTeX Citation
@article{he_vldb16,
title = {{A Demonstration of VisDPT: Visual Exploration of Differentially Private Trajectories}},
author = {He, Xi and Raval, Nisarg and Machanavajjhala, Ashwin},
journal = {PVLDB},
series = {{VLDB} '16},
volume = {9},
number = {13},
pages = {1489--1492},
doi = {10.14778/3007263.3007329},
url = {https://doi.org/10.14778/3007263.3007329},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 221 | Robust and Fast Similarity Search for Moving Object Trajectories | 2005 | SIGMOD | 0.00024224879 |
| 3,871 | DPT: Differentially Private Trajectory Synthesis Using Hierarchical Reference Systems | 2015 | VLDB | 7.0581665e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 5,112 | Fast Large-Scale Trajectory Clustering | 2020 | VLDB |
| 2 | 8,516 | Origin-Destination Travel Time Oracle for Map-based Services | 2023 | SIGMOD |
| 3 | 11,799 | CheetahVIS: A Visual Analytical System for Large Urban Bus Data | 2020 | VLDB |
| 4 | 7,668 | A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy | 2023 | SIGMOD |
| 5 | 13,643 | DesTeller: A System for Destination Prediction Based on Trajectories with Privacy Protection | 2013 | VLDB |
| 6 | 6,579 | A Deep Generative Model for Trajectory Modeling and Utilization | 2023 | VLDB |
| 7 | 11,444 | Trajectory Data Collection with Local Differential Privacy | 2023 | VLDB |
| 8 | 5,327 | Real-World Trajectory Sharing with Local Differential Privacy | 2021 | VLDB |
| 9 | 5,763 | LDPTrace: Locally Differentially Private Trajectory Synthesis | 2023 | VLDB |
| 10 | 3,871 | DPT: Differentially Private Trajectory Synthesis Using Hierarchical Reference Systems | 2015 | VLDB |