Ensemble Defense with Data Diversity: Weak Correlation Implies Strong Robustness

Renjue Li, Hanwei Zhang, Pengfei Yang +4

In this paper, we propose a framework of filter-based ensemble of deep neuralnetworks (DNNs) to defend against adversarial attacks. The framework builds an ensemble of sub-models -…