Ml

4 tutorials in this category.

01 How to Secure AI/ML Model Downloads with Hugging Face Proxying Route Hugging Face model downloads through Chainsaw, apply supply chain policies to ML artifacts, and monitor AI model consumption. Intermediate 20 minutes Security Engineers / ML Engineers 02 How to Scan ML Model Artifacts for Unsafe Pickle Opcodes Stop a malicious model weight from executing arbitrary code at load time. Walks through Chainsaw's pickle opcode scanner, the unsafe opcode list, and how to write a policy that blocks Hugging Face and PyPI artifacts that ship with `os`, `subprocess`, or `builtins.eval` references in their serialized state. Advanced 20 minutes ML Platform Engineers / Security Engineers 03 How to Detect Prompt-Injection in Model Cards and Prompt Templates Catch hidden-unicode, bidi-override, and prompt-injection phrasing in Hugging Face model cards, prompt templates, and agent system prompts before they reach your retrieval pipeline. Advanced 20 minutes ML Platform Engineers / Security Engineers / AppSec 41 How to Point Hugging Face at Chainsaw Route Hugging Face model and dataset downloads through your Chainsaw proxy with the HF_ENDPOINT environment variable. Beginner 15 minutes Developers / DevOps Engineers