Research Article

DeepDefense: A Steganalysis-Based Backdoor Detecting and Mitigating Protocol in Deep Neural Networks for AI Security

Table 5

Detection success rate against three typical attacks.

DatasetsBackdoored model (DSR %)
BadNetsBlend AttackSSBA

CIFAR1099.85100.0094.92
VGGFace299.78100.0099.68