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Adversarial Examples: Difference between revisions
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==Attacks== | ==Attacks== | ||
===L-BFGS=== | ===L-BFGS=== | ||
Limited memory Broyden- | Limited memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS)<br> | ||
This is used by Szegedy et al in their paper. | This is used by Szegedy et al in their paper. | ||
===Fast Gradient Sign Method=== | ===Fast Gradient Sign Method=== | ||
The fast gradient sign method (FGSM) using the sign of the gradient times a unit vector as the perturbation.<br> | The fast gradient sign method (FGSM) using the sign of the gradient times a unit vector as the perturbation.<br> | ||