NNG-Based Secure Approximate k-Nearest Neighbor Query for Large Language Models

Large language models (LLMs) have driven transformative progress in artificial intelligence, yet critical challenges persist in data management and privacy protection during model deployment and training. The approximate nearest neighbor (ANN) search, a core operation in LLMs, faces inherent trade-o...

Full description

Saved in:
Bibliographic Details
Main Authors: Heng Zhou, Yuchao Wang, Yi Qiao, Jin Huang
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/13/13/2199
Tags: Add Tag
No Tags, Be the first to tag this record!