Multi-Stage Prompt Inference Attacks on Enterprise LLM Systems

Andrii Balashov, Olena Ponomarova, Xiaohua Zhai

Large Language Models (LLMs) deployed in enterprise settings (e.g., as Microsoft 365 Copilot) face novel security challenges. One critical threat is prompt inference attacks: adver…