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SCQL (Secure Collaborative Query Language) is a system that allows multiple distrusting parties to run joint analysis without revealing their private data.
Secure Collaborative Query Language (SCQL) is a system that translates SQL statements into Secure Multiparty Computation (SMC) primitives and executes them on a federation of database systems.
The following requirements only apply to SCQLEngine.
CPU
x86_64: minimum required AVX instruction set. For FourQ based PSI, the AVX2 instruction set is required.
Disclaimer
Non-release versions of SCQL are prohibited to use in any production environment due to possible bugs, glitches, lack of functionality, security issues or other problems.
Citing SCQL
If you think SCQL is helpful for your research or development, please consider citing our paper:
@article{scql,
author = {Wenjing Fang and
Shunde Cao and
Guojin Hua and
Junming Ma and
Yongqiang Yu and
Qunshan Huang and
Jun Feng and
Jin Tan and
Xiaopeng Zan and
Pu Duan and
Yang Yang and
Li Wang and
Ke Zhang and
Lei Wang},
title = {SecretFlow-SCQL: {A} Secure Collaborative Query pLatform},
journal = {Proc. VLDB Endow.},
volume = {17},
number = {12},
pages = {3987--4000},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p3987-fang.pdf},
}
Acknowledgments
Thanks TiDB for providing a powerful SQL parser and planner.
About
SCQL (Secure Collaborative Query Language) is a system that allows multiple distrusting parties to run joint analysis without revealing their private data.