Can LLMs get help from other LLMs without revealing private information?

v1v2 (latest)

Can LLMs get help from other LLMs without revealing private information?

1 April 2024

Florian Hartmann

Blaise Agüera y Arcas

ArXiv (abs)PDF HTML

Papers citing "Can LLMs get help from other LLMs without revealing private information?"

5 / 5 papers shown

Title
A Survey on Collaborating Small and Large Language Models for Performance, Cost-effectiveness, Cloud-edge Privacy, and Trustworthiness Fali Wang Jihai Chen Shuhua Yang Ali Al-Lawati Linli Tang Hui Liu Suhang Wang 155 2 0 14 Oct 2025
1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning Wenkai Li Liwen Sun Zhenxiang Guan Xuhui Zhou Maarten Sap LLMAG 104 3 0 11 Aug 2025
SoK: The Privacy Paradox of Large Language Models: Advancements, Privacy Risks, and MitigationACM Asia Conference on Computer and Communications Security (AsiaCCS), 2025 Yashothara Shanmugarasa Ming Ding M. Chamikara Thierry Rakotoarivelo PILM AILaw 366 7 0 15 Jun 2025
Collaborative LLM Numerical Reasoning with Local Data Protection Min Zhang Yuzhe Lu Yun Zhou Panpan Xu Lin Lee Cheong Chang-Tien Lu Haozhu Wang 319 0 0 01 Apr 2025
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational AgentsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Ivoline Ngong Swanand Kadhe Hao Wang K. Murugesan Justin D. Weisz Amit Dhurandhar Karthikeyan N. Ramamurthy 235 12 0 22 Feb 2025