Not really. The single-pixel attacks are impressive because they just modify individual pixels but the concept of adversarial image generation is a broad and in

Not really. The single-pixel attacks are impressive because they just modify individual pixels but the concept of adversarial image generation is a broad and increasingly well studied area within neural networks. There are infinitely many ways to structure adversarial images not just single pixel defects.