BKPIR: Keyword PIR for Private Boolean Retrieval
Jie Song, Zhen Xu, Yan Zhang, Pengwei Zhan, Mingxuan Li, Shuai Ma, Ru Xie
摘要
—Keyword Private Information Retrieval (Keyword PIR) enables users to retrieve data associated with specific keywords from a database while keeping their queries private. However, existing Keyword PIR schemes struggle to support the boolean retrieval model, which is essential for practical applications that require logical combinations of terms. This paper proposes a novel keyword PIR scheme leveraging advancements in homomorphic equality operations. It enables privacy-preserving retrieval over databases with many-to-many keyword-value mappings while supporting boolean operators for expressive search logic. Importantly, this extension preserves the core security guarantees of classical PIR. To the best of our knowledge, this is the first work to integrate keyword PIR with the boolean retrieval model. Experimental evaluation shows that our scheme achieves a communication cost reduction proportional to the total number of values in the many-to-many keyword-value database, along with aggregate query processing performance gains that scale linearly with the number of values. These improvements enhance its feasibility for real-world applications such as privacy-preserving web search and patent retrieval.
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它引用的顶会 Paper16
- Fast Private Set Intersection from Homomorphic EncryptionHao Chen, Kim Laine, Peter RindalCCS 2017 · 被引用 446 次
- PIR with Compressed Queries and Amortized Query ProcessingSebastian Angel, Hao Chen, Kim Laine, Srinath T. V. SettyS&P 2018 · 被引用 353 次
- Labeled PSI from Fully Homomorphic Encryption with Malicious SecurityHao Chen, Zhicong Huang, Kim Laine, Peter RindalCCS 2018 · 被引用 242 次
- SPIRAL: Fast, High-Rate Single-Server PIR via FHE CompositionSamir Jordan Menon, David J. WuS&P 2022 · 被引用 153 次
- Hiding the Access Pattern is Not Enough: Exploiting Search Pattern Leakage in Searchable EncryptionSimon Oya, Florian KerschbaumUSENIX Security 2021 · 被引用 152 次
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