Northeastern University; University of California, Santa Barbara; Institute of Computing Technology, CAS; Drexel University
Husheng Han, Kaidi Xu, Xing Hu, Xiaobing Chen, LING LIANG, Zidong Du, Qi Guo, Yanzhi Wang, Yunji Chen
Certified Defense;DNN Security;DNN Robustness
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers