vector-database-security
Safeguard articles tagged "vector-database-security" — guides, analysis, and best practices for software supply chain and application security.
4 articles
Securing RAG pipelines against injection attacks
RAG pipelines feed untrusted retrieved content straight into model context. Real breaches like EchoLeak show what happens when nothing checks it.
What is RAG (Retrieval-Augmented Generation) Security
RAG pipelines blend retrieved data with model instructions, creating prompt injection, poisoning, and embedding-leak risks traditional AppSec tools miss.
How RAG poisoning attacks manipulate retrieval-augmented ...
RAG poisoning attacks corrupt the external knowledge base an LLM retrieves from, turning trusted documents into vectors for misinformation and data leaks.
Security considerations for deploying and querying vector...
Vector databases now hold copies of your most sensitive data with weaker controls than the systems they came from. Here's what to fix before your next RAG deployment.
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