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Constellation Gate AI
防提示注入+节省token，基准测试第一的AI安全工具，效率与安全兼得。
Prompt injection and token savings - #1 in benchmarks Discussion | Link
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Prompt injection is exploiting enterprise AI's biggest design flaws by targeting agents, RAG pipelines and model routers
揭示提示注入如何利用企业AI设计缺陷，针对智能体、RAG管道和模型路由器发起攻击，安全团队必读。
In the past two years, businesses have been trying to fit large language models (LLMs) into support, analytics, development, and internal automation l…
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Show HN: Deep-XPIA – Prompt injection benchmark for multi-agent AI systems
首个面向多智能体AI系统的提示注入基准测试工具，填补安全评估空白
Article URL: https://freyzo.github.io/deep-xpia/ Comments URL: https://news.ycombinator.com/item?id=48549498 Points: 1 # Comments: 0
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WARD: Adversarially Robust Defense of Web Agents Against Prompt Injections
Web agent面临提示注入威胁，论文提出WARD防御框架，增强对抗鲁棒性，值得安全研究与AI开发者关注。
arXiv:2605.15030v1 Announce Type: cross Abstract: Web agents can autonomously complete online tasks by interacting with websites, but their exposure t…
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AI Agents May Always Fall for Prompt Injections
提示注入是AI代理最致命的漏洞，研究表明现有防御手段可能永远无法彻底防范
arXiv:2605.17634v1 Announce Type: cross Abstract: Prompt injection is the most critical vulnerability in deployed AI agents. Despite recent progress, …