Department of Computer Science, Michigan State University; Department of Computer Science, Lehigh University; Samsung Research America, Mountain View; Department of Electricity and Computer Engineering Department, UC Riverside; Department of Computer Science, UT Dallas; Tsinghua Shenzhen International Graduate School, Tsinghua University
Junfeng Guo, Yiming Li, Xun Chen, Hanqing Guo, Lichao Sun, Cong Liu
Backdoor Detection;Backdoor Defense;Backdoor Learning;AI Security;Deep Learning
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency