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Adversarial Examples: Difference between revisions
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===Projected Gradient Descent=== | ===Projected Gradient Descent=== | ||
Basic idea: Do gradient descent. If you go too far from your example, project it back into your perturbation range. | Basic idea: Do gradient descent. If you go too far from your example, project it back into your perturbation range. | ||
==Defenses== | |||
===Interval Bound Propagation=== | |||
Interval Bound Propagation (IBP)<br> | |||
[https://arxiv.org/abs/1810.12715 A paper] | |||