Cloud-based Private Querying of Databases by Means of Homomorphic Encryption

被引:1
|
作者
Abbar, Yassine [1 ]
Aubry, Pascal [2 ]
Barry, Thierno [1 ]
Carpov, Sergiu [4 ]
Mallick, Sayanta [1 ]
Krichen, Mariem [3 ]
Ligier, Damien [3 ]
Shpak, Sergey [3 ]
Sirdey, Renaud [2 ]
机构
[1] Capgemini DEMS France Res & Innovat, Paris, France
[2] Univ Paris Saclay, LIST, CEA, Paris, France
[3] Wallix, Paris, France
[4] Inpher, Lausanne, Switzerland
关键词
Private Database Querying; Homomorphic Encryption; Privacy-by-Design;
D O I
10.5220/0010378801230131
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper deals with several use-cases for privately querying corpora of documents in both settings where the corpus is public or private with respect to an honest-but-curious infrastructure executing the query. We address these scenarios using Fully Homomorphic Encryption (FHE) hybridized with other techniques such as Symmetric Searchable Encryption (SSE) and Private Information Retrieval (PIR) to achieve acceptable system level performances. The paper also presents the prototypes developed to validate the approach and reports on the performances obtained as well as their capacity to scale.
引用
收藏
页码:123 / 131
页数:9
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