arXiv:2606.15822cs.AIcs.CR2026-06

为智能体路由架构设计可信安全方案,保护查询与响应不被篡改。

TrustedARI: Towards Trust-Native Agentic Routing Infrastructure for Agentic AI

论文配图:TrustedARI: Towards Trust-Native Agentic Routing Infrastructure for Agentic AI
图 1 · 摘自论文原文
  • 通过三方TLS握手实现代理与服务方的联合认证,避免信任盲区。
  • 隐私保护查询构建仅增加0.19秒计算和0.58MB通信开销,效率极高。
  • 无需修改服务方即可部署,适合注重安全的AI代理系统使用。

智能体通过智能体路由基础设施(ARI)访问外部模型、工具和服务以应对异构接口和碎片化订阅问题,但现有架构存在根本性信任风险:ARI可读取明文查询与响应,且无法验证请求是否送达指定服务方或内容是否被篡改。为此,我们提出首个可信原生的智能体路由基础设施TrustedARI。其核心创新包括:(i) 适配ARI的三方TLS握手,通过角色化分配密钥材料实现代理与ARI共同认证服务方;(ii) 隐私保护查询构造协议,使代理与ARI协作生成合法查询而无需暴露私有输入;(iii) 可验证计费协议,支持公平按用量结算并保障服务响应的完整性与机密性。我们实现了TrustedARI原型并进行了全面评估。实验表明,其握手协议相比现有三方TLS减少39.34%通信开销;隐私查询协议平均仅增加0.19秒计算时间和0.58MB通信成本;可验证计费协议证明生成速度提升28.20倍。关键优势在于无需修改服务提供方即可部署。

原文摘要 · Abstract (English)

AI agents increasingly access external models, tools, and services through Agentic Routing Infrastructure (ARI) to manage the overhead of heterogeneous interfaces and fragmented subscriptions. Yet, the architecture of ARI introduces fundamental trust risks: it obtains plaintext access to agent queries and service responses, while leaving agents unable to verify that their queries are routed to intended service providers or that requests and responses remain untampered. To address this problem, we present TrustedARI, the first trust-native agentic routing infrastructure for agentic AI. Architecturally, TrustedARI is built upon three core innovations: (i) an ARI-adapted three-party TLS handshake that enables the agent and ARI to jointly authenticate the service provider through role-specific distribution of TLS key materials; (ii) a privacy-preserving query-construction protocol that allows the agent and ARI to collaboratively construct well-formed queries without exposing their respective private inputs; and (iii) a verifiable billing protocol that supports fair usage-based settlement while preserving the integrity and confidentiality of service responses. We implemented and extensively evaluated a prototype of TrustedARI to validate its performance. Experiments confirm that TrustedARI is highly efficient: our ARI-adapted handshake protocol reduces communication overhead by 39.34% compared to the existing three-party TLS handshake. Furthermore, the privacy-preserving query-construction protocol imposes negligible overhead-averaging 0.19 seconds in computation time and 0.58 MB in communication costs-while the verifiable billing protocol speeds up proof generation by 28.20x. Crucially, TrustedARI is readily deployable without any modification to the service providers.

智能体路由安全可信计算隐私保护

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。