English(EN) Trust-Aware Adaptive Disclosure for Inference Privacy Preservation in Multi-Agent Networks

新框架利用信任动态增强多智能体系统的隐私

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-04 16:44

研究人员开发了一个名为“信任感知隐私控制”的新框架，以增强多智能体系统中的隐私。该框架根据智能体之间的信任关系动态调整消息披露，旨在保护隐藏目标免受对手侵害。实验表明，这种依赖信任的随机策略能有效降低对手目标推断的准确性，同时保持具有竞争力的共识效用。 AI

影响增强了网络化系统的隐私机制，有可能提高医疗保健和智能电网等关键基础设施的安全性。

排序理由这是一篇发表在arXiv上的研究论文，详细介绍了多智能体系统隐私保护的新框架。[lever_c_demoted from research: ic=1 ai=1.0]

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arXiv cs.MA (Multiagent) TIER_1 English(EN) · Tobias J. Oechtering · 2026-09-04 16:44

多智能体网络中用于推理隐私保护的信任感知自适应披露

Agent based systems are increasingly deployed in information critical systems including healthcare management systems, and smart grids. In this paper, we consider a multi-agent system where each agent has a latent goal that needs to be kept hidden from observing adversaries. More…