MPIDetector: Detecting Multi-modal Prompt Injection via LLM-based Reasoning.

arXiv:2610.30202v1 Announce Type: cross Abstract: With the rapid integration of Multi-modal Large Language Models (MLLMs) into real-world applications, Prompt Injection (PI) has emerged as a critical security threat. Attackers can conceal malicious instruction