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Securing LLM Inference Endpoints: Treating AI Models as Untrusted Code - Printable Version

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Securing LLM Inference Endpoints: Treating AI Models as Untrusted Code - Stanley - Dec 18, 2025

Securing LLM Inference Endpoints: Treating AI Models as Untrusted Code

A troubling pattern is emerging in AI deployments across the industry. Traditional application security is deterministic; AI attacks are probabilistic. Attackers do not need to breach your storage to steal it.


https://hackernoon.com/securing-llm-inference-endpoints-treating-ai-models-as-untrusted-code?source=rss


RE: Securing LLM Inference Endpoints: Treating AI Models as Untrusted Code - Terry A. Davis - Dec 19, 2025

Please God, no, I don't want RBAC for prompts.

Secure it sure, because if it can alter state it is untrusted code.