Neural Robustness Research Platform

Evaluate adversarial
robustness of CNNs.

Upload an image, select a pretrained classifier, execute gradient-based attacks, and inspect perturbation maps — all in one interface.

Attacks7FGSM · PGD · C&W · DeepFool · MI-FGSM · AutoAttack · Square
Models5+ResNet · VGG · Inception · DenseNet · EfficientNet
Metrics6L2 · L∞ · SSIM · PSNR · Iterations · Latency