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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)

Paper ID
10281
Venue
VLDB
Year
2011
Pagerank
4.1905499e-05
Overall Rank
12,215 | 15.11%
DOI
-

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
800 Towards Identity Anonymization on Graphs 2008 SIGMOD 0.00016463554
1,571 Resisting Structural Re-identification in Anonymized Social Networks 2008 VLDB 0.000113084
4,346 Class-based graph anonymization for social network data 2009 VLDB 6.2588738e-05
6,511 Provenance Views for Module Privacy 2011 PODS 5.0273291e-05
7,131 Enabling Privacy in Provenance-Aware Workflow Systems 2011 CIDR 4.8181343e-05
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