How can adversarial attacks pose a threat to AI models used in autonomous vehicles?

They can cause AI models to make incorrect decisions, endangering safety.
They can compromise the aesthetic design of vehicles.
They can lead to vehicle system failures.
They may result in minor passenger discomfort.

Adversarial attacks can pose a significant threat to AI models in autonomous vehicles by causing them to make incorrect decisions. These attacks manipulate input data to deceive AI models, potentially leading to safety hazards on the road.

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Imagine a situation where an AI system responsible for managing critical infrastructure is found to have vulnerabilities that might be exploited by malicious actors. What would be your immediate steps to mitigate risks and ensure continuity of services?

In a Convolutional Neural Network (CNN), the operation responsible for reducing the spatial size of the representation and reducing the number of parameters is known as _______.

How can adversarial attacks pose a threat to AI models used in autonomous vehicles?

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