Backdoor Samples Detection Based on Perturbation Discrepancy Consistency in Pre-trained Language Models

Zuquan Peng, Jianming Fu, Lixin Zou +3

The use of unvetted third-party and internet data renders pre-trained models susceptible to backdoor attacks. Detecting backdoor samples is critical to prevent backdoor activation…