Tired: hiding liquor in your coffee mug
Wired: hiding coffee in a wine glass
Subvert expectations with this naughty-looking coffee mug. And if anyone asks, wine is definitely part of a complete breakfast.
Adversarial patches don't always transfer well between models. This patch was specifically designed to be effective against YOLOv2.
• Ceramic
• 11 oz mug dimensions: 3.85″ (9.8 cm) in height, 3.35″ (8.5 cm) in diameter
• 15 oz mug dimensions: 4.7″ (12 cm) in height, 3.35″ (8.5 cm) in diameter
• Dishwasher and microwave safe
• Wine not included
This adversarial designs mug uses a targeted adversarial patch that maximizes the class probability for wine glass within the bounding box for the mug. The patch is trained with dynamic spline warping to account for the curvature of the mug's surface. You can read the original adversarial patch paper at https://arxiv.org/abs/1712.09665, and learn about the warping method pioneered on adversarial t-shirts at https://arxiv.org/abs/1910.11099.