# nearest-neighbor
標記為「nearest-neighbor」的 4 篇文章
Vector Database Injection Attacks
Injection attacks against vector databases: embedding poisoning, metadata injection, similarity search manipulation, and nearest-neighbor attacks.
injection-attacksembedding-poisoningmetadata-injectionsimilarity-searchnearest-neighborvector-databases
Embedding Space Exploitation
Techniques for exploiting embedding geometry, performing inversion attacks, crafting adversarial perturbations, and poisoning RAG systems via nearest-neighbor manipulation.
embeddingsvector-spaceinversion-attacksadversarial-perturbationnearest-neighbor
向量資料庫注入攻擊
針對向量資料庫的注入攻擊：embedding 投毒、metadata 注入、相似度搜尋操弄，以及最近鄰攻擊。
injection-attacksembedding-poisoningmetadata-injectionsimilarity-searchnearest-neighborvector-databases
Embedding 空間利用
利用 embedding 幾何、執行反轉攻擊、打造對抗擾動，以及經由最近鄰操弄投毒 RAG 系統之技術。
embeddingsvector-spaceinversion-attacksadversarial-perturbationnearest-neighbor