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🕵️ Differential Privacy Attack Lab

Run a differencing re-identification attack against a database: subtract two overlapping aggregate queries to isolate one person's exact value. Toggle differential-privacy noise and an epsilon budget to see the attack defeated while population averages stay accurate.

Cybersecurity3DAdvanced60 FPS

⚙ Under the hood

Run a differencing re-identification attack on a database: subtract two overlapping aggregate queries (everyone vs. everyone-except-target) to try to isolate one person's exact value. Toggle differential-privacy noise and an epsilon privacy-budget slider to watch the exact attack get defeated, while the whole-population average stays accurate.

differential privacyprivacy budgetre-identification attackdata anonymizationepsiloncybersecurity

3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install