automatic grading

Prompt Injection Attacks on LLM-Based Grading Systems Pose Security Risks for Enterprise AI

A study by researchers at arXiv explores prompt injection attacks on large language model-based automatic grading systems, finding that current systems remain highly vulnerable to manipulation that could artificially inflate scores. The findings raise awareness of security threats in educational AI and serve as a warning for enterprise LLM deployments.