# document
8 articlestagged with “document”
Document-Based RAG Injection Lab
Inject adversarial content into documents that will be processed by a RAG system to influence model responses.
Document & PDF Processing Attacks
Exploiting document parsing pipelines including OCR injection, PDF structure manipulation, hidden content attacks, font substitution exploits, and metadata injection in document-processing AI systems.
Attacks on Document Processing AI
Techniques for attacking document understanding systems including OCR pipelines, PDF processors, and document-language models through layout manipulation, hidden text, and metadata injection.
Document Metadata Injection
Inject adversarial content through document metadata fields processed by multimodal AI systems.
Document Parsing Exploitation
Exploiting PDF, DOCX, and other document parsers in multimodal AI systems for injection and data extraction.
PDF Document Injection Techniques
Exploiting PDF parsing in multimodal models to inject instructions through hidden text layers and embedded objects.
Document-Based Injection Walkthrough
Inject prompts through documents processed by LLM applications including PDFs, spreadsheets, and presentations.
Multi-Modal Document Attack Walkthrough
Combine visual and textual injection in documents processed by multimodal LLM applications.