I. Background Knowledge

II. Taxonomy of Physical Adversarial Examples

III. Physical Adversarial Attack on Image Recognition Task

IV. Physical Adversarial Attack on Object Detection Task

V. Others

VI. Challenges and Future Work

VII. Conclusion