Embedding Manipulation Attacks: Technical Defense
📖 Embeddings and RAG Fundamentals Understanding how embeddings work reveals why they’re exploitable. Embeddings convert text into numerical vectors—lists of […]
RAG Security
Vector Database Security: Complete Protection Guide
🎯 The Core Idea Think of a vector database as your AI’s “reference library.” Instead of storing text directly, it
Indirect Prompt Injection: Technical Analysis
🏷️ What Is Indirect Prompt Injection? Indirect prompt injection is a sophisticated attack where malicious instructions are embedded in external
RAG Security: Complete Guide to Context Injection
🔍 Understanding RAG Systems What Is RAG? Retrieval-Augmented Generation (RAG) is the dominant architecture for production AI applications in 2025.