# vector-search
標記為「vector-search」的 4 篇文章
Knowledge Base Poisoning
Techniques for injecting adversarial documents into RAG knowledge bases: ingestion path analysis, embedding space attacks, SEO-style ranking manipulation, staged poisoning, and effectiveness measurement.
ragpoisoningembeddingsvector-searchadversarial-documentsretrieval-manipulation
Semantic Similarity & Vector Search Attacks
How cosine similarity and nearest neighbor search work, and how attackers exploit vector databases through adversarial documents, embedding collisions, and threshold bypasses.
similarityvector-searchattacksintermediate
Knowledge Base 投毒
Techniques for injecting adversarial documents into RAG knowledge bases: ingestion path analysis, embedding space attacks, SEO-style ranking manipulation, staged poisoning, and effectiveness measurement.
ragpoisoningembeddingsvector-searchadversarial-documentsretrieval-manipulation
語意相似度與向量搜尋攻擊
Cosine 相似度與最近鄰搜尋之運作方式，以及攻擊者如何經由對抗文件、embedding 碰撞與門檻繞過利用向量資料庫。
similarityvector-searchattacksintermediate