… To explore the possibility of physical adversarial examples we ran a series of experiments
with photos of adversarial examples. We printed clean and adversarial images, took photos of …

… Now we are at-tempting to generate physical adversarial example … physical world is becoming
more and more important. By making an intensive study of physical adversarial examples, …

… We discuss the application of existing adversarial examples … adversarial example attack and
defense in the physical world… defense schemes adversarial examples in the physical world, …

… route map of the recent physical world adversarial attack studies for … from the physical world
adversarial examples from the … only benefit the physical world adversarial examples but also …

… how they perform in the physical world, and more importantly, the … physical world
implementation. We present PhysGAN, which generates physical-world-resilient adversarial …

… Although these works demonstrate successful physical … of the adversarial objects in the
physical world. Mesh Attack [88] … of 3D adversarial attacks in the physical world, which we think is …

… Our results demonstrate the existence of 3D adversarial objects in the physical world. … We
evaluate physical adversarial examples over two 3Dprinted objects: one of a turtle (where we …

… and extended to the physical world. This paper comprehensively investigates the attack …
adversarial examples in the physical world. Firstly, the related concepts of adversarial examples …

… We propose a method to generate audio adversarial examples that can attack a state-of-the-…
in the physical world. Previous work assumes that generated adversarial examples are …

… First, we propose a new method (called D2P) to generate robust adversarial examples
that can survive in the physical world. The core idea is to explicitly simulate the digital-to-…