Context Window Overflow: Architectural DoS in RAG Pipelines
A deep dive into how attackers exploit Vector Database chunking and LLM attention mechanisms to evict system prompts via Context Window Overflow.
4 docs tagged with "vector-database"
View all tagsSecuring LangChain & LlamaIndex: The Ingestion Firewall
A deep architectural dive into the vulnerabilities of RAG framework document loaders. Mitigating SSRF and parsing-layer RCE exploits in unstructured data pipelines.
Securing RAG Pipelines: Deep Document Sanitization and AST Analysis
Advanced architectural strategies for securing Retrieval-Augmented Generation (RAG) pipelines against Indirect Prompt Injection, zero-width Unicode steganography, and SSRF payloads.
Vector Database Poisoning: How a Single PDF Hijacks the Enterprise LLM
An architectural breakdown of Indirect Prompt Injections targeting RAG pipelines, and how poisoned chunks in ChromaDB or Pinecone compromise LLM responses.