KidnapRAG

KidnapRAG：一种用于劫持智能体检索增强生成系统推理的黑盒攻击 🎓 论文 | 📄 数据集 | 🚀 快速开始 快速开始 在克隆的 KidnapRAG 仓库的父目录下运行以下命令。 cd KidnapRAG conda create -n KidnapRAG python=3.10 conda activate KidnapRAG pip install -r requirements.txt 然后，下载语料数据集 📄，并将 ReAct 数据集移动到 /KidnapRAG/ReAct，将 WebThinker 数据集移动到 /KidnapRAG/WebThinker ReAct 使用...

Salience Induction against Multi-Hop RAG Agents: Threat and Defense

Agentic retrieval-augmented generation RAG systems increasingly retrieve external evidence and orchestrate tools for knowledge-intensive applications. In Multi-Hop question answering, agents chain facts across documents. Existing defenses focus on content poisoning, which injects false facts, and...

ARCeR: an Agentic RAG for the Automated Definition of Cyber Ranges

The growing and evolving landscape of cybersecurity threats necessitates the development of supporting tools and platforms that allow for the creation of realistic IT environments operating within virtual, controlled settings as Cyber Ranges CRs. CRs can be exploited for analyzing vulnerabilities...