Surrogate Parenthood: Protected and Informative Graphs
Summary: Surrogates for graph components enable informative path-based queries on sensitive graphs. Formalizes protected account G', utility for informativeness, an opacity against topology reconstruction, and an algorithm to construct maximally useful surrogates; PLUS prototype evaluation shows meaningful gain with negligible query-time overhead. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Barbara Blaustein (The MITRE Corporation)
- 2. Adriane Chapman (The MITRE Corporation)
- 3. Len Seligman (The MITRE Corporation)
- 4. M. David Allen (The MITRE Corporation)
- 5. Arnon Rosenthal (The MITRE Corporation)
BibTeX Citation
@article{blaustein_vldb11,
title = {{Surrogate Parenthood: Protected and Informative Graphs}},
author = {Blaustein, Barbara and Chapman, Adriane and Seligman, Len and Allen, M. David and Rosenthal, Arnon},
journal = {PVLDB},
series = {{VLDB} '11},
volume = {4},
number = {8},
pages = {518--529},
doi = {10.14778/2002974.2002979},
url = {https://doi.org/10.14778/2002974.2002979},
year = {2011}
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 985 | Towards Identity Anonymization on Graphs | 2008 | SIGMOD | 0.00012818114 |
| 1,326 | Resisting Structural Re-identification in Anonymized Social Networks | 2008 | VLDB | 0.00011145219 |
| 4,125 | Class-based graph anonymization for social network data | 2009 | VLDB | 6.886347e-05 |
| 6,419 | Provenance Views for Module Privacy | 2011 | PODS | 5.8819368e-05 |
| 7,215 | Enabling Privacy in Provenance-Aware Workflow Systems | 2011 | CIDR | 5.6697019e-05 |
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