Efficient Confidentiality-Preserving Data Analytics over Symmetrically Encrypted Datasets

Summary: Two symmetric additive and multiplicative homomorphic schemes enable confidentiality-preserving analytics on encrypted data. Security is proven; they beat asymmetric PHE by exchanging ciphertext compactness for practical relative compactness, with 7x speedups. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12044
Venue: VLDB
Year: 2020
Pagerank: 5.4180573e-05
Overall Rank: 5,592 | 61.14%
DOI: 10.14778/3389133.3389144

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,149	HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database	2023	VLDB	9.4256962e-05
6,719	Operon: An Encrypted Database for Ownership-Preserving Data Management	2022	VLDB	4.9458096e-05
10,761	Pistis: A Decentralized Knowledge Graph Platform Enabling Ownership-Preserving SPARQL Querying	2025	VLDB	4.1905499e-05
11,187	Toward Efficient Homomorphic Encryption for Outsourced Databases through Parallel Caching	2023	SIGMOD	4.1905499e-05

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
66	Spark SQL: Relational Data Processing in Spark	2015	SIGMOD	0.00061707583
455	Processing Analytical Queries over Encrypted Data	2013	VLDB	0.00022736946
967	Orthogonal Security With Cipherbase	2013	CIDR	0.00014946526
1,841	Arx: An Encrypted Database using Semantically Secure Encryption	2019	VLDB	0.0001034731
2,083	Answering Aggregation Queries in a Secure System Model	2007	VLDB	9.579797e-05

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3,382	Privacy-preserving Anonymization of Set-valued Data	2008	VLDB	7.1538038e-05
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3,882	Building Enclave-Native Storage Engines for Practical Encrypted Databases	2021	VLDB	6.6636559e-05
2,149	HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database	2023	VLDB	9.4256962e-05
5,287	Secure Query Processing with Data Interoperability in a Cloud Database Environment	2014	SIGMOD	5.5805942e-05
2,083	Answering Aggregation Queries in a Secure System Model	2007	VLDB	9.579797e-05
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