security
Adversarial Attack
Like a targeted trick designed to intentionally fool an AI model. These are crafted inputs that look normal to humans but cause the model to make a wrong prediction or generate harmful output. Think of it as disguising a stop sign with subtle stickers that a human can easily ignore, but an autonomous vehicle might misinterpret as a speed limit sign. It highlights a critical vulnerability in AI systems, showing that even high-performing models can be manipulated.
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