Use a real-life example of an AI system to discuss some impacts of cyber attacks : White-Box Adversarial with Example

Use a real-life example of an AI system to discuss some impacts of cyber attacks : White-Box Adversarial with Example

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial introduces the Adversarial Robustness Toolbox (ART) by IBM, a framework for testing AI security. It covers the installation process, running a basic example using the MNIST CNN script, and analyzing the results of an adversarial attack. The tutorial also explores how to improve the script by adjusting parameters and concludes with a homework assignment to test different attacks and parameters.

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5 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the name of the framework introduced for testing AI security?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What was the accuracy of the model after the attack?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process of how the attack is performed on the model.

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What parameter is adjusted to see its effect on the results?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What can be done as homework after learning about the attacks?

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