LLMail-Inject

Microsoft researchers and collaborators report on LLMail-Inject, a public challenge in which participants tried to inject instructions into emails to trigger unauthorized tool calls by an LLM email assistant protected by various defenses. The released dataset contains 208,095 unique attack submissions from 839 participants across multiple defenses, models and retrieval configurations.