Use a real-life example of an AI system to discuss some impacts of cyber attacks : Building an Image Classification Task

Use a real-life example of an AI system to discuss some impacts of cyber attacks : Building an Image Classification Task

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial discusses securing image classification systems against adversarial attacks. It covers the importance of understanding the architecture, algorithm, and dataset when analyzing AI security. The video highlights common algorithms like VGG, ResNet, and Inception, and discusses datasets such as MNIST, CIFAR, and ImageNet. The tutorial emphasizes testing different attacks and defenses on these models and datasets to gain accurate insights. The video concludes with a preview of the next topic on various attacks.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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