OTKI-F:一种高效的内存安全多关键字模糊搜索协议

Ziyang Han, Qingqing Ye, Haibo Hu
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引用次数: 0

摘要

为了减轻各种攻击对云托管环境造成的信任损失,在安全和隐私保护技术方面出现了许多突破。为了提高多关键字模糊搜索这一普遍存在的查询请求的内存级安全性,我们主动将可信执行环境(TEE)技术应用到协议设计中,该技术提供了基于硬件的防篡改包。然后,我们提出了基于编辑距离的混淆机制,以进一步保护在TEE外执行的查询过程免受访问模式泄漏的影响。考虑到实用性和性能,我们还提出了双层模糊索引结构和趋势感知缓存。前者解决了搜索大型数据集时TEE内存的空间限制问题,后者利用趋势感知协调器优化TEE的缓存效用,有效降低通信开销。
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OTKI-F: An efficient memory-secure multi-keyword fuzzy search protocol
Many breakthroughs on security and privacy-preserving techniques have emerged to mitigate the trust loss of cloud hosting environment caused by various types of attacks. To enhance memory-level security of multi-keyword fuzzy search, a widely occurred query request, we take the initiative to apply Trusted Execution Environment (a.k.a TEE) technology to our protocol design which provides hardware-based tamper-proof enclaves. Then we propose the Edit Distance-based Obfuscation Mechanism to further protect the query process executed outside TEE against access pattern leakage. With concerns of practicality and performance, we also propose the two-layer fuzzy index structure and Trend-aware Cache. The former addresses the space limitation of TEE memory for searching large datasets, while the latter optimizes the cache utility of TEE with trend-aware coordinator to effectively reduce the communication overhead.
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