Answering Aggregation Queries in a Secure System Model
Summary: Secure aggregation of SUM/AVG over ciphertext in a read-optimized data warehouse. Introduces a novel use of homomorphic encryption to compute aggregates without decryption, yielding DES-like performance while guarding against server/administrator compromise. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Tingjian Ge (Brown University)
- 2. Stan Zdonik (Brown University)
BibTeX Citation
@article{ge_vldb07,
title = {{Answering Aggregation Queries in a Secure System Model}},
author = {Ge, Tingjian and Zdonik, Stan},
journal = {PVLDB},
series = {{VLDB} '07},
volume = {32},
pages = {519--530},
year = {2007}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 412 | Processing Analytical Queries over Encrypted Data | 2013 | VLDB | 0.00018901853 |
| 526 | TrustedDB: A Trusted Hardware based Database with Privacy and Data Confidentiality | 2011 | SIGMOD | 0.00017112934 |
| 3,131 | HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database | 2023 | VLDB | 7.7249939e-05 |
| 5,649 | Efficient Confidentiality-Preserving Data Analytics over Symmetrically Encrypted Datasets | 2020 | VLDB | 6.1348507e-05 |
| 8,486 | SAGMA: Secure Aggregation Grouped by Multiple Attributes | 2020 | SIGMOD | 5.4155107e-05 |
| 12,347 | Secure and Privacy-Preserving Data Services in the Cloud: A Data Centric View | 2012 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12 | C-Store: A Column-oriented DBMS | 2005 | VLDB | 0.00069513174 |
| 60 | Integrating Compression and Execution in Column-Oriented Database Systems | 2006 | SIGMOD | 0.0003955489 |
| 104 | Improved Query Performance with Variant Indexes | 1997 | SIGMOD | 0.00033932213 |
| 114 | Executing SQL over Encrypted Data in the Database-Service-Provider Model | 2002 | SIGMOD | 0.00032363776 |
| 149 | New Sampling-Based Summary Statistics for Improving Approximate Query Answers | 1998 | SIGMOD | 0.00029226907 |
| 310 | Order Preserving Encryption for Numeric Data | 2004 | SIGMOD | 0.00021766789 |
| 437 | Dynamic Authenticated Index Structures for Outsourced Databases | 2006 | SIGMOD | 0.00018489863 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 12,459 | Building Disclosure Risk Aware Query Optimizers for Relational Databases | 2010 | VLDB |
| 2 | 9,070 | Integrity-based Attacks for Encrypted Databases and Implications | 2021 | CIDR |
| 3 | 310 | Order Preserving Encryption for Numeric Data | 2004 | SIGMOD |
| 4 | 5,649 | Efficient Confidentiality-Preserving Data Analytics over Symmetrically Encrypted Datasets | 2020 | VLDB |
| 5 | 114 | Executing SQL over Encrypted Data in the Database-Service-Provider Model | 2002 | SIGMOD |
| 6 | 8,486 | SAGMA: Secure Aggregation Grouped by Multiple Attributes | 2020 | SIGMOD |
| 7 | 7,115 | Efficient Secure Query Evaluation over Encrypted XML Databases | 2006 | VLDB |
| 8 | 3,131 | HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database | 2023 | VLDB |
| 9 | 4,192 | Querying Encrypted Data | 2014 | SIGMOD |
| 10 | 4,997 | Secure Query Processing with Data Interoperability in a Cloud Database Environment | 2014 | SIGMOD |