Interesting Paper Exploring Prompt Injection

This blog post by Bruce Schneier discusses the vulnerabilities of large language models (LLMs) to prompt injection attacks, revealing that LLMs recognize text styles in role/instruction blocks, making them prone to security issues. The article emphasizes that unless LLMs can genuinely perceive roles, defenses against injections will continue to be challenging, likening the issue to a 'whack-a-mole' game. It highlights the continuous threat posed by subtle injections that can manipulate LLM states through seemingly harmless text.