New work introduces a three-level shortcut-auditing framework showing that guard-evaluation datasets can hide cues that make labels predictable without measuring safety. Across LinuxArena, AgentDojo-Traj, and…

#AIsafety #AgentSecurity #MLevaluation #CyberSafety
https://arxiv.org/abs/2610.22243