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Additionally, the significance of system robustness is increased by the use of AI to improve online advertising. Recent studies show that adversarial attacks can manipulate machine learning models by manipulating inputs that are altered and producing undesirable results. Therefore, it is crucial to create strategies for protecting AI systems from these kinds of threats. In a dynamic digital environment, robust AI systems would strengthen online advertising, making it more resilient and efficient. ...........................

Let it be said that Marketing Funnels's journey through the turbulent digital sea symbolizes the transformation of the ship from a typical sailboat to an advanced motorboat, alluding to metaphorical aquatic navigations.

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