7 articlestagged with “pdf”
PDF Document Injection for RAG Systems
Craft adversarial PDF documents that inject instructions when processed by RAG document loaders.
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.
Document Parsing Attacks
Malicious PDFs, DOCXs, and other documents with hidden instructions designed to exploit AI document processors: invisible text injection, metadata poisoning, and rendering discrepancies.
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.
PDF Document Injection Techniques
Exploiting PDF parsing in multimodal models to inject instructions through hidden text layers and embedded objects.
PDF Document Injection
Injecting adversarial prompts through PDF documents processed by AI systems, exploiting document parsing pipelines to deliver payloads through text layers, metadata, and embedded objects.
Document Parsing Exploit Chain Walkthrough
End-to-end walkthrough of exploiting document parsers to inject instructions through PDFs, DOCX, and HTML files.