# rag-security
標記為「rag-security」的 4 篇文章
嵌入與向量安全
嵌入如何在 AI 系統中建立隱藏的攻擊面:向量資料庫安全邊界、嵌入層級攻擊與 RAG 檢索操控。
embeddingsvector-databasesrag-securityembedding-attacksvector-security
引用與歸屬攻擊
針對 RAG 引用與歸屬的攻擊:偽造來源、引用混淆,以及操弄參照以削弱對 RAG 回應的信任。
citation-attacksattributionsource-fabricationrag-securitytrust-manipulation
RAG 檢索安全
從嵌入向量觀點看 RAG 檢索管線的安全性:檢索如何透過投毒區塊、區塊邊界利用與重排序攻擊被操控。
rag-securityretrievalchunkingre-rankingembedding-security
安全 Testing LangChain Applications
Step-by-step walkthrough for identifying and exploiting security vulnerabilities in LangChain-based applications, covering chain injection, agent manipulation, tool abuse, retrieval poisoning, and memory extraction attacks.
langchainsecurity-testingagent-securitychain-injectionrag-securitywalkthrough