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Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

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Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle is a Google workshop report from late 2025 NYC that brings together 50+ academic and industry experts to detail privacy and security challenges of autonomous LLM‑based agents. It frames these challenges through Contextual Integrity, emphasizing socially appropriate data flows that depend on actors, information type, and transmission principles. The report proposes a contextual policy engine supervising agent actions, dynamic policy generation, and a multi‑layer defense model that includes system sandboxing, model‑level reasoning, user‑centric controls, multi‑agent safeguards, and ecosystem governance. It calls for standardized, dynamic multi‑agent benchmarks and collaborative research to build trustworthy, secure, privacy‑respecting agents. The workshop report was published online by Google Research. · Entity summary generated by Graphiti

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  1. Open and Emergent Problems in Agentic Privacy and Security: A Contextual AnglePUBLISHED BYGoogle

    Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle was published by Google.

    Current1 sourceGoogle
  2. Open and Emergent Problems in Agentic Privacy and Security: A Contextual AngleRESULT OFGoogle Contextual Agent Privacy and Security Workshop

    The report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle was the result of the Google Contextual Agent Privacy and Security Workshop.

    Current1 sourceGoogle Contextual Agent Privacy and Security Workshop
  3. Stefan MellemCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Stefan Mellem contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceStefan Mellem
  4. Nina TaftCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Nina Taft contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceNina Taft
  5. Trishita TiwariCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Trishita Tiwari contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceTrishita Tiwari
  6. Kassem FawazCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Kassem Fawaz contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceKassem Fawaz
  7. Wen ZhangCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Wen Zhang contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceWen Zhang
  8. Ivan PetrovCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Ivan Petrov contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceIvan Petrov
  9. Octavian SuciuCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Octavian Suciu contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceOctavian Suciu
  10. Ashish HoodaCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Ashish Hooda contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceAshish Hooda
  11. Sarah de HaasCOORDINATEDOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Sarah de Haas coordinated the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceSarah de Haas
  12. Lillian TsaiCO PRIMARY AUTHOR OFOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Lillian Tsai served as co‑primary author of Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceLillian Tsai
  13. Seliem El-SayedCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Seliem El‑Sayed contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceSeliem El-Sayed
  14. Adrià GascónCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Adrià Gascón contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceAdrià Gascón
  15. Francesco PintoCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Francesco Pinto contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceFrancesco Pinto
  16. Sebastian BenthallCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Sebastian Benthall contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceSebastian Benthall
  17. Helen NissenbaumCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Helen Nissenbaum contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceHelen Nissenbaum
  18. Ren YiCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Ren Yi contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceRen Yi
  19. Ferdinando FiorettoCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Ferdinando Fioretto contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceFerdinando Fioretto
  20. Madiha Zahrah ChoksiCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Madiha Zahrah Choksi contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceMadiha Zahrah Choksi
  21. Harold TriedmanCONTRIBUTED TOOpen and Emergent Problems in Agentic Privacy and Security: A Contextual Angle

    Harold Triedman contributed to the report Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle.

    Current1 sourceHarold Triedman

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