Security Gate Cards for Open Models
Recall practical security gate questions for open-source AI model integrations.
Prompt injection We tell the model to ignore malicious instructions, so prompt injection is covered. The app retrieves web pages and customer documents. Your line Instruction helps, but the gate is structural: separate untrusted content, constrain the task, validate output format, and run injection tests. Do not treat a stronger system prompt as a full security boundary. It moves the control outside the model where it can be tested. Supply chain What must be verified before using open weights in a production path? Source, license, checksums or signatures where available, dependencies, and model provenance. A public mirror is not the…
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