LLM08

Vector and Embedding Weaknesses

Attacks exploit vulnerabilities in vector databases and embedding systems used in RAG pipelines to manipulate retrieval.

1 write-ups1 labs1 demos1 tools
LLM08advancedhigh
Poisoning RAG Pipelines
How adversaries inject malicious documents into RAG vector stores to manipulate retrieval and corrupt LLM responses.
RAGvector-databasepoisoningretrieval