Michigan State University; University of Minnesota; UC Santa Barbara; JD AI Research
Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jinfeng Yi, Mingyi Hong, Shiyu Chang, Sijia Liu
Zeroth-Order Optimization;Black-Box Defense;Gradient-Free;Adversarial Robustness;Certified Defense
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective