Sahar Karami

Training Set Cleansing of Backdoor Poisoning by Self-Supervised Representation Learning

A backdoor or Trojan attack is an important type of data poisoning attack against deep neural network (DNN) classifiers, wherein the training dataset is poisoned with a small number of samples that each possess the backdoor pattern (usually a pattern that is either imperceptible or innocuous) and wh…