Alexandre Drouin
2 indexed papers
Recent (6 mo)
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226
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NLP×1AI×1ML×1
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2026
Dr-CiK: A Testbed for Foresight-Driven Agents
The paper introduces Dr-CiK, a new benchmark designed to evaluate agents' ability to proactively discover, filter, and utilize relevant external context for time series forecasting, demonstrating that current agents struggle significantly with this task.
MosaicLeaks:Privacy Risks in Querying-in-the-Open for Deep Research Agents
The paper introduces MosaicLeaks, a benchmark demonstrating that deep research agents querying external sources can leak private information from their local documents, and proposes PA-DR to mitigate this risk.
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Papers
cs.CLRecentMay 29, 2026
MosaicLeaks:Privacy Risks in Querying-in-the-Open for Deep Research Agents
The paper introduces MosaicLeaks, a benchmark demonstrating that deep research agents querying external sources can leak private information from their local documents, and proposes PA-DR to mitigate…
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cs.AIcs.LGRecentMay 27, 2026