We will introduce a magic trick that vanishes objects in front of self-driving cars adversarial machine learning techniques. Weilin Xu is the intern at Baidu X-Lab, PhD candidate at the University of Virginia. Yunhan Jia is the senior security scientist at Baidu X-Lab. Zhenyu Zhong is the staff security scientist at Baidu X-Lab.