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Automatic query privatization in DuckDB
17 starsC++
PAC – Automatic privatization of SQL queries
by ila_b·Mar 20, 2026·1 point·1 comment
AI Analysis
●●SolidBig BrainNiche Gem
Automatic differential privacy for SQL without per-query specialist configuration.
Strengths
- •SQL-based ALTER statements mark privacy units and protected columns declaratively.
- •WASM distribution means it runs in browser via DuckDB shell with no install.
- •Transparent operation blocks protected columns outside aggregate functions automatically.
Weaknesses
- •DuckDB-only limits adoption compared to PostgreSQL or MySQL alternatives.
- •Seven stars suggests early stage with minimal real-world deployment examples.
Category
Target Audience
Data engineers, privacy-conscious analysts, DuckDB users
Similar To
Privacera · Immuta · Differential Privacy libraries
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