Act on Your Behalf, Beyond Your Authorization: Benchmarking LLM Agent Authorization Alignment.

arXiv:2610.27548v2 Announce Type: replace Abstract: When an LLM agent acts on behalf of a user, it is expected to act within the authorization scope the user grants. Existing agent evaluations largely measure task completion or harmful consequences and can the