Privacy-Preserving Approximate Nearest Neighbor Search on High-Dimensional Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Yingfan, Zhang, Yandi, Xie, Jiadong, Li, Hui, Yu, Jeffrey Xu, Cui, Jiangtao
Format:	Preprint
Published:	2025
Subjects:	Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generalized Range Filtering Approximate Nearest Neighbor Search: Containment and Overlap [Technical Report]
by: Liu, Yingfan, et al.
Published: (2026)

Revisiting the Index Construction of Proximity Graph-Based Approximate Nearest Neighbor Search
by: Yang, Shuo, et al.
Published: (2024)

QPAD: Quantile-Preserving Approximate Dimension Reduction for Nearest Neighbors Preservation in High-Dimensional Vector Search
by: Fu, Jiuzhou, et al.
Published: (2025)

Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search
by: Deng, Liwei, et al.
Published: (2024)

PDET-LSH: Scalable In-Memory Indexing for High-Dimensional Approximate Nearest Neighbor Search with Quality Guarantees
by: Wei, Jiuqi, et al.
Published: (2026)

Dynamically Detect and Fix Hardness for Efficient Approximate Nearest Neighbor Search
by: Hua, Zhiyuan, et al.
Published: (2025)

Dimensionality-Reduction Techniques for Approximate Nearest Neighbor Search: A Survey and Evaluation
by: Wang, Zeyu, et al.
Published: (2024)

Fast Tuning the Index Construction Parameters of Proximity Graphs in Vector Databases
by: Zhou, Wenyang, et al.
Published: (2026)

HARMONY: A Scalable Distributed Vector Database for High-Throughput Approximate Nearest Neighbor Search
by: Xu, Qian, et al.
Published: (2025)

VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search
by: Zhong, Xiaoyao, et al.
Published: (2025)

Efficient Approximate Nearest Neighbor Search under Multi-Attribute Range Filter
by: Yu, Yuanhang, et al.
Published: (2026)

Effective and General Distance Computation for Approximate Nearest Neighbor Search
by: Yang, Mingyu, et al.
Published: (2024)

Multiple Index Merge for Approximate Nearest Neighbor Search
by: Jing, Liuchang, et al.
Published: (2026)

Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space
by: Chen, Zhonghan, et al.
Published: (2024)

TaCo: Data-adaptive and Query-aware Subspace Collision for High-dimensional Approximate Nearest Neighbor Search
by: Wei, Jiuqi, et al.
Published: (2026)

Survey of Filtered Approximate Nearest Neighbor Search over the Vector-Scalar Hybrid Data
by: Lin, Yanjun, et al.
Published: (2025)

A GPU-Accelerated Framework for Multi-Attribute Range Filtered Approximate Nearest Neighbor Search
by: Li, Zhonggen, et al.
Published: (2026)

GoVector: An I/O-Efficient Caching Strategy for High-Dimensional Vector Nearest Neighbor Search
by: Zhou, Yijie, et al.
Published: (2025)

Approximate Nearest Neighbor Search of Large Scale Vectors on Distributed Storage
by: Yu, Kun, et al.
Published: (2025)

Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search
by: Gao, Jianyang, et al.
Published: (2024)

Subspace Collision: An Efficient and Accurate Framework for High-dimensional Approximate Nearest Neighbor Search
by: Wei, Jiuqi, et al.
Published: (2024)

Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study
by: Li, Mocheng, et al.
Published: (2025)

RAE: A Neural Network Dimensionality Reduction Method for Nearest Neighbors Preservation in Vector Search
by: Zhang, Han, et al.
Published: (2025)

EMA: Approximate Nearest Neighbor Search with General Attribute Filtering and Dynamic Updates
by: Li, Mocheng, et al.
Published: (2026)

ESG: Elastic Graphs for Range-Filtering Approximate k-Nearest Neighbor Search
by: Yang, Mingyu, et al.
Published: (2025)

CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data Ingestion
by: Zeng, Xianzhi, et al.
Published: (2024)

Scalable Graph Indexing using GPUs for Approximate Nearest Neighbor Search
by: Li, Zhonggen, et al.
Published: (2025)

BAMG: A Block-Aware Monotonic Graph Index for Disk-Based Approximate Nearest Neighbor Search
by: Li, Huiling, et al.
Published: (2025)

Quantization Meets Projection: A Happy Marriage for Approximate k-Nearest Neighbor Search
by: Yang, Mingyu, et al.
Published: (2024)

DARTH: Declarative Recall Through Early Termination for Approximate Nearest Neighbor Search
by: Chatzakis, Manos, et al.
Published: (2025)

UNIFY: Unified Index for Range Filtered Approximate Nearest Neighbors Search
by: Liang, Anqi, et al.
Published: (2024)

EnhanceGraph: A Continuously Enhanced Graph-based Index for High-dimensional Approximate Nearest Neighbor Search
by: Zhong, Xiaoyao, et al.
Published: (2025)

CRINN: Contrastive Reinforcement Learning for Approximate Nearest Neighbor Search
by: Li, Xiaoya, et al.
Published: (2025)

MCI: A Maximal Clique Index for Efficient Arbitrary-Filtered Approximate Nearest Neighbor Search
by: Ye, Xiaowei, et al.
Published: (2026)

Scalable Disk-Based Approximate Nearest Neighbor Search with Page-Aligned Graph
by: Kang, Dingyi, et al.
Published: (2025)

CRouting: Reducing Expensive Distance Calls in Graph-Based Approximate Nearest Neighbor Search
by: Li, Zhenxin, et al.
Published: (2025)

SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search
by: Gou, Yutong, et al.
Published: (2024)

Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search
by: Severo, Daniel, et al.
Published: (2025)

PathFinder: Efficiently Supporting Conjunctions and Disjunctions for Filtered Approximate Nearest Neighbor Search
by: Wu, Tianming, et al.
Published: (2025)

Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits
by: Diwan, Haya, et al.
Published: (2024)