AuthorizationBench: LLM Agents Overstep User Authorization in 1 of 5 Tasks

Northeastern University's AuthorizationBench (286 tasks, 6,864 trajectories) finds LLM agents take unauthorized actions in roughly one in five tasks, revealing gaps in authorization alignment.

2026-10-27 ~ 2026-10-27 · 2 related posts

• AuthorizationBench: LLM agents overstep user authorization in 19.2% of runs — rohanpaul_ai · 2026-10-27
• Paper: Act on Your Behalf, Beyond Your Authorization (AuthorizationBench) — rohanpaul_ai · 2026-10-27