Adversarial Defense

14 benchmarks403 papers

Competitions with currently unpublished results:

Benchmarks

Adversarial Defense on CIFAR-10

AccuracyAttack: AutoAttackRobust Accuracy

Adversarial Defense on CIFAR-100

Accuracyautoattack

Adversarial Defense on ImageNet (targeted PGD, max perturbation=16)

Accuracy

Adversarial Defense on MNIST

AccuracyInference speed

Adversarial Defense on miniImageNet

Accuracy

Adversarial Defense on CAAD 2018

Accuracy

Adversarial Defense on ImageNet

Accuracy

Adversarial Defense on ImageNet (non-targeted PGD, max perturbation=4)

Accuracy

Adversarial Defense on TrojAI Round 0

Detection Accuracy

Adversarial Defense on TrojAI Round 1

Detection Accuracy