PrivacyBench: leaderboard

Conversational privacy benchmark for personalized AI, using socially grounded multi-turn scenarios with embedded secrets to measure whether RAG assistants preserve private information.

Source: arxiv.org.

Interactive version: theaggregate.ai/benchmark?slug=privacybench · How It Works · Data refreshed daily, snapshot 2026-09-05.