Defensive distillation blocks non-targeted adversarial attacks but cannot block targeted ones without preventing the network from learning via its input gradient.
S., & Doshi -Velez, F
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Why Blocking Targeted Adversarial Perturbations Impairs the Ability to Learn
Defensive distillation blocks non-targeted adversarial attacks but cannot block targeted ones without preventing the network from learning via its input gradient.