下图展示了一个有趣的现象：在法国斗牛犬的图像上添加一小块对抗性补丁后，VGG分类器竟然以极高的置信度将其判定为足球。Grad-CAM可视化清楚地显示，模型的注意力完全从狗身上转移到了那块补丁——一个精心构造的小扰动就足以劫持整个决策过程。

General Motors has announced a sweeping restructuring that will shutter $102 million worth of production capacity and lay off roughly 1,700 workers, sending shockwaves through Michigan’s auto belt.

"Single-sided axe used by the warriors of the highlands. Brave combatants begin battle by crying out their names. Roars are enhanced by this weapon." The Highland Axe Default Weapon Skill is War Cry: ...