The Prompt Injection Defence Landscape

Update: 12 May 2026 I have just released Prompt Injection Defence Atlas, a taxonomy of defences against prompt injection. It includes and summarizes most of the available literature to date. You can explore the interactive graph here. Prompt injection is a class of attacks where an adversary embeds malicious instructions into content that an LLM will process. As LLMs increasingly gain th...