Adversarial examples

About this app

A real MobileNet in the browser is fooled by an FGSM attack: an ε slider mixes gradient noise invisible to humans into the image until the label flips — alongside, the Adelson checkerboard shows the blind spots of humans. With webcam, drag & drop and procedural test images; a bridge to the robustness of camera-based quality inspection in the supply chain.

Subject: Perception & Illusion

More from Perception & Illusion

• Viewpoint illusions 3D
• Color constancy
• Mental rotation (Shepard & Metzler)
• Optical illusions
• Place cells & grid cells (3D)

A VisuApp by heyprof: interactive, free in your browser, no sign-up. What is a VisuApp? · All apps