深度研究代理中的隐私泄露

TL;DR Privacy Leakage in Deep-Research Agents Building MosaicLeaks Example Chain Agent Harness Can't you just tell the agent not to leak?

TL;DR Privacy Leakage in Deep-Research Agents Building MosaicLeaks Example Chain Agent Harness Can't you just tell the agent not to leak? Making the agent better made it leak more Teaching the agent to search safely: PA-DR A closer look: situational rewards and sample efficiency…

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. MosaicLeaks proposes a new deep-research task with multi-hop questions that interleave p…