Research Article

A Sparsity-Limitation-Based High-Dimensional Distribution Searching Algorithm for Adversarial Attack

Table 3

Transferability of universal adversarial examples.

MobileNet-v2ResNet-50VGG-16GoogleNetAlexNetDenseNetResNet-152ResNet-34

Universal adversarial example95.9897.3296.6595.0675.4686.7582.0988.24

The transferability is represented by attack successful rate (%) when the universal adversarial examples are fed into different deep learning models.