GORAM: Graph-oriented ORAM for Efficient Ego-centric Queries on Federated Graphs
Summary: GORAM combines MPC with partitioned ORAM indexing to privately execute ego-centric queries over mutually distrustful, federated graph owners. It limits each query to one partition, achieving practical performance on billion-edge graphs—the first such MPC-scale demonstration. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Xiaoyu Fan (Ant Financial; Tsinghua University)
- 2. Xiaowei Zhu (Ant Financial)
- 3. Kun Chen (Ant Financial)
- 4. Yunyi Chen (Ant Financial; Tsinghua University)
- 5. Jiping Yu (Ant Financial; Tsinghua University)
- 6. Huanchen Zhang (Shanghai Qi Zhi Institute; Tsinghua University)
- 7. Wei Xu (Shanghai Qi Zhi Institute; Tsinghua University)
BibTeX Citation
@article{fan_vldb25,
title = {{GORAM: Graph-oriented ORAM for Efficient Ego-centric Queries on Federated Graphs}},
author = {Fan, Xiaoyu and Zhu, Xiaowei and Chen, Kun and Chen, Yunyi and Yu, Jiping and Zhang, Huanchen and Xu, Wei},
journal = {PVLDB},
series = {{VLDB} '25},
volume = {18},
number = {10},
pages = {3601--3614},
doi = {10.14778/3748191.3748218},
url = {https://doi.org/10.14778/3748191.3748218},
year = {2025}
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 236 | LinkBench: a Database Benchmark Based on the Facebook Social Graph | 2013 | SIGMOD | 0.00023671522 |
| 609 | Private Analysis of Graph Structure | 2011 | VLDB | 0.00015591971 |
| 937 | Real-time Constrained Cycle Detection in Large Dynamic Graphs | 2018 | VLDB | 0.00012977594 |
| 2,017 | Shrinkwrap: Efficient SQL Query Processing in Differentially Private Data Federations | 2019 | VLDB | 9.1758131e-05 |
| 2,355 | Vertexica: Your Relational Friend for Graph Analytics! | 2014 | VLDB | 8.5893186e-05 |
| 2,455 | Towards Practical Oblivious Join | 2022 | SIGMOD | 8.4390594e-05 |
| 5,017 | Privacy Preserving Subgraph Matching on Large Graphs in Cloud | 2016 | SIGMOD | 6.3125608e-05 |
| 5,424 | GraphOS: Towards Oblivious Graph Processing | 2023 | VLDB | 6.1359011e-05 |
| 7,573 | A Framework for Privacy Preserving Localized Graph Pattern Query Processing | 2023 | SIGMOD | 5.4934674e-05 |
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