- Document formats
- Extraction behavior
- RAG evaluation
Project 05Shipping
Hemlock
Weaponize documents. Test RAG defenses. Harden pipelines.
professor-moody.github.ioResearch focus.
A Go library and CLI that generates documents containing hidden prompt-injection payloads for testing RAG pipelines. 11 formats, 63 hiding techniques, 75 payload templates, and a validation engine that simulates extraction by LangChain, LlamaIndex, Unstructured.io, and Haystack. Operationalises PoisonedRAG (USENIX '25) and PhantomText (AISec '25).
From the notebook
2 essays