Efficiency and Security in Similarity Cloud Services
Summary: Defines a practical privacy–efficiency model for outsourcing similarity search to clouds, exposing gaps in prior work. Introduces EM-Index (efficiency-oriented) and DSH Index (privacy-oriented), both enabling privacy-preserving similarity search. (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. Stepan Kozak (Masaryk University)
BibTeX Citation
@article{kozak_vldb13,
title = {{Efficiency and Security in Similarity Cloud Services}},
author = {Kozak, Stepan},
journal = {PVLDB},
series = {{VLDB} '13},
volume = {6},
number = {12},
pages = {1450--1461},
doi = {10.14778/2536274.2536320},
url = {https://doi.org/10.14778/2536274.2536320},
year = {2013}
}
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 |
|---|---|---|---|---|
| 21 | Similarity Search in High Dimensions via Hashing | 1999 | VLDB | 0.00056760516 |
| 310 | Order Preserving Encryption for Numeric Data | 2004 | SIGMOD | 0.00021766789 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,519 | Similarity search in the blink of an eye with compressed indices | 2023 | VLDB |
| 2 | 5,086 | Privacy-Preserving Indexing of Documents on the Network | 2003 | VLDB |
| 3 | 10,227 | Efficient Index Layout and Search Strategy for Large-scale High-dimensional Vector Similarity Search | 2026 | SIGMOD |
| 4 | 13,652 | Universal Indexing of Arbitrary Similarity Models | 2013 | VLDB |
| 5 | 6,906 | Efficient Similarity Join and Search on Multi-Attribute Data | 2015 | SIGMOD |
| 6 | 5,384 | Privacy Preserving Subgraph Matching on Large Graphs in Cloud | 2016 | SIGMOD |
| 7 | 4,625 | Practical Private Range Search Revisited | 2016 | SIGMOD |
| 8 | 7,827 | Efficient B-tree Based Indexing for Cloud Data Processing | 2010 | VLDB |
| 9 | 7,273 | Embellishing Text Search Queries To Protect User Privacy | 2010 | VLDB |
| 10 | 5,102 | Fast Range Query Processing with Strong Privacy Protection for Cloud Computing | 2014 | VLDB |