julius

https://www.praetorian.com/blog/introducing-julius-open-source-llm-service-fingerprinting/

Open Source

Categories

Reconnaissance

Description

Simple LLM service identification - translate IP:Port to Ollama, vLLM, LiteLLM, or 60+ other AI services in seconds

Keywords

ai-security attack-surface capability golang llm-evaluation llm-fingerprinting llm-pentesting llm-security llm-tools ollama reconnaissance security-scanner service-detection vllm go

Example Usage

julius probe https://target.example.com

For authorized security testing and educational use only.