RED learns per-class colorful grid patterns for road sign backgrounds that make any small patch class-discriminative, sharply reducing vulnerability to patch attacks.
Obfuscated gradients give a false sense of security: Circumventing defenses to adversarial examples
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RED: Robust Environmental Design
RED learns per-class colorful grid patterns for road sign backgrounds that make any small patch class-discriminative, sharply reducing vulnerability to patch attacks.