Sharing Information with Differential Privacy: A Database Perspective (VLDB 2024 Keynote)
Summary: Database-centric synthesis of differential privacy focusing on reconstruction attacks and their implications for what can safely be released. Surveys DP query processing and synthetic-data generation, highlighting design tradeoffs and open research directions for DP data management. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Xiaokui Xiao (National University of Singapore)
BibTeX Citation
@article{xiao_vldb24,
title = {{Sharing Information with Differential Privacy: A Database Perspective (VLDB 2024 Keynote)}},
author = {Xiao, Xiaokui},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {12},
pages = {4555--4555},
doi = {10.14778/3685800.3685917},
url = {https://doi.org/10.14778/3685800.3685917},
year = {2024}
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