Category: RAG Security

  • 9 Context Poisoning Attacks That Are Breaching Enterprise RAG Defenses

    9 Context Poisoning Attacks That Are Breaching Enterprise RAG Defenses

    Imagine deploying a retrieval-augmented generation system that performs flawlessly during eight months of rigorous testing. Your legal team signs off, IT security clears the integration, and the system goes live across three departments. Then one Tuesday morning, your CFO asks the internal chatbot about Q3 revenue projections. Instead of retrieving the verified financial report, the…

  • 5 RAG Security Threats in OWASP’s LLM Top 10

    5 RAG Security Threats in OWASP’s LLM Top 10

    It was a Tuesday morning when a Fortune 500 energy company found out their internal knowledge assistant had been feeding executives fabricated safety protocols. The culprit wasn’t a hallucination. An attacker had slipped malicious documents into the retrieval pipeline, bypassing all the existing LLM guardrails. The incident sent shockwaves through the AI security community and…

  • Is Your RAG System a Security Risk? What Recent Research Means for You

    Is Your RAG System a Security Risk? What Recent Research Means for You

    Introduction: The Double-Edged Sword of RAG Innovation Retrieval Augmented Generation (RAG) is rapidly transforming the enterprise AI landscape. We’re no longer just talking about Large Language Models (LLMs) that can write poetry or summarize articles; we’re deploying sophisticated systems that tap into vast private knowledge bases, providing nuanced, context-aware answers that drive real business value.…