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 the rankings work · Data refreshed daily, snapshot 2026-07-22.