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CIFAR-10: Targeted Attacks

Fast Gradient Sign Method (FGSM)

Run FGSM

Original	Plane	Car	Bird	Cat	Deer	Dog	Frog	Horse	Ship	Truck

Basic Iterative Method (BIM / PGD / I-FGSM)

Run BIM

Original	Plane	Car	Bird	Cat	Deer	Dog	Frog	Horse	Ship	Truck

Jacobian-based Saliency Map Attack, One-Pixel (JSMA One-Pixel)

Run JSMA One-Pixel

Original	Plane	Car	Bird	Cat	Deer	Dog	Frog	Horse	Ship	Truck

Jacobian-based Saliency Map Attack (JSMA)

Run JSMA Warning: JSMA will consume ~1.5GB of (GPU) memory on CIFAR-10.

Original	Plane	Car	Bird	Cat	Deer	Dog	Frog	Horse	Ship	Truck

Carlini & Wagner (C&W)

Run C&W

Original	Plane	Car	Bird	Cat	Deer	Dog	Frog	Horse	Ship	Truck