Detecting Exposed LLM Servers: A Shodan Case Study on Ollama

The rapid deployment of large language models (LLMs) has introduced significant security vulnerabilities due to misconfigurations and inadequate access controls. This paper presents a systematic approach to identifying publicly exposed LLM…