When Local AI Becomes an Attack Vector: A Deep Dive into LLM Infrastructure Security

Original text by Charles Senges

The article “Deep dive into the deployment of an on-premise low-privileged LLM server” by Synacktiv examines how organizations deploy internal Large Language Model (LLM) servers and analyzes the security implications of running such systems inside corporate infrastructure. The researchers study a real deployment where an open-source LLM is hosted on-premise…

https://core-jmp.org/2026/03/when-local-ai-becomes-an-attack-vector-a-deep-dive-into-llm-infrastructure-security/