Introducing Julius: Open Source LLM Service Fingerprinting
LLM infrastructure is sprawling across corporate networks faster than security teams can track it. Developers spin up Ollama instances for local testing. Teams deploy LiteLLM proxies to unify model access. Open WebUI installations give employees ChatGPT-like interfaces without IT oversight. The result: LLM services are proliferating everywhere, from internal networks to internet-facing endpoints, often without […]