Siyuan Cheng*

UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening

"Deep neural networks (DNNs) have demonstrated effectiveness in various fields. However, DNNs are vulnerable to backdoor attacks, which inject a unique pattern, called trigger, into the input to cause misclassification to an attack-chosen target label. While existing works have proposed various meth…