EKV-VBQ: Ensuring Verifiable Boolean Queries in Encrypted Key-Value Stores
To address the deficiencies in privacy-preserving expressive query and verification mechanisms in outsourced key-value stores, we propose EKV-VBQ, a scheme designed to ensure verifiable Boolean queries over encrypted key-value data. We have integrated blockchain and homomorphic Xor operations and pseudo-random functions to create a secure and verifiable datastore, while enabling efficient encrypted Boolean queries. Additionally, we have designed a lightweight verification protocol using bilinear map accumulators to guarantee the correctness of Boolean query results. Our security analysis demonstrates that EKV-VBQ is secure against adaptive chosen label attacks (<i>IND-CLA</i>) and guarantees <i>Integrity and Unforgeability</i> under the bilinear <i>q</i>-strong Diffie-Hellman assumption. Our performance evaluations showed reduced server-side storage overhead, efficient proof generation, and a significant reduction in user-side computational complexity by a factor of log <i>n</i>. Finally, GPU-accelerated optimizations significantly enhance EKV-VBQ's performance, reducing computational overhead by up to 50%, making EKV-VBQ highly efficient and suitable for deployment in environments with limited computational resources.
Authors
- Jingjing Chen (ORCID: https://orcid.org/0000-0003-3148-264X)
- Yuxi Li (ORCID: https://orcid.org/0000-0002-6697-1796)
- Fucai Zhou (ORCID: https://orcid.org/0000-0001-6054-3523)
- Dong Ji (ORCID: https://orcid.org/0000-0003-1341-5638)
Institutions
- Northeastern University (CN)
Publication Details
- Journal
- Sensors
- Published
- 2024-10-22
- DOI
- https://doi.org/10.3390/s24216792
- Citations
- 1
- Primary Topic
- Cryptography and Data Security
- Type
- article
- Field-Weighted Citation Impact
- 0.35
Funders
- Natural Science Foundation of Liaoning Province
- Fundamental Research Funds for the Central Universities