# signatures
2 articlestagged with “signatures”
Model Repository Security
Defense-focused guide to securing model downloads from public repositories like Hugging Face, covering backdoored model detection, namespace attacks, signature verification, and safe download procedures.
supply-chainhugging-facemodel-securitybackdoorsignaturesdefense
DSPy Pipeline Security Testing
End-to-end walkthrough for security testing DSPy optimized LLM pipelines: module enumeration, signature exploitation, optimizer manipulation, retrieval module assessment, and compiled prompt analysis.
dspypipelinessignaturesoptimizersretrievalcompiled-promptswalkthrough