Benchmark Radar
AI BENCHMARK PROFILE

MosaicLeaks

General AIKnowledge & Reasoning

MosaicLeaks is a benchmark of 1,001 multi-hop research tasks to evaluate privacy leakage in deep research agents, but no artifacts are provided in this article.

Released
2026-05-29
Readiness
Paper only
Primary field
General AI

Why it matters

It addresses privacy risks in agentic workflows, but without a public release, external teams cannot use it.

Motivation

Deep research agents increasingly combine private local documents with external tools like web retrieval, creating a privacy risk: an agent's external queries may leak sensitive information from its local context.

Primary resources

Benchmark Radar records only publicly supported details and links back to primary sources for verification.