Mitigating Backdoors within Deep Neural Networks in Data-limited Configuration

Soroush Hashemifar, Saeed Parsa, Morteza Zakeri-Nasrabadi

As the capacity of deep neural networks (DNNs) increases, their need for huge amounts of data significantly grows. A common practice is to outsource the training process or collect…