# nearest-neighbor
2 articlestagged with “nearest-neighbor”
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