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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Tien Tuan Anh Dinh

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Jul 2026

MESS: Fast and Private Semantic Search on Multi-Graph HNSW

This paper presents MESS, a system that ensures data, query, and access pattern privacy, and constructs a multi-graph Hierarchical Navigable Small World (HNSW) index over the perturbed codes, and gives formal analysis of the system's privacy and extensive evaluation of its performance.

Haoyu Cui, Zengpeng Li, Tien Tuan Anh Dinh et al. · 2 citations · ⚡1

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