开源LLM防御神器，Phi-3加持的七层代理，实时拦截对抗性提示词。
Article URL: https://github.com/jadeavsmith-tech/holographic-horizon-shield-v2 Comments URL: https://news.ycombinator.com/item?id=48844275 Points: 1 #…
提出溯源感知检索净化方法，专业防御LLM代理提示注入攻击，保障企业级安全部署。
arXiv:2606.17467v1 Announce Type: cross Abstract: Prompt injection defenses evaluated on synthetic benchmarks do not generalize to real enterprise doc…
一种零样本的LLM提示注入防御方法，通过检测嵌入漂移实现轻量级保护，已被NeurIPS研讨会接收。
arXiv:2601.12359v1 Announce Type: cross Abstract: Prompt injection attacks have become an increasing vulnerability for LLM applications, where adversa…