Explain the negative impacts of artificial intelligence systems on society : CW Attack Practical Configuration

Explain the negative impacts of artificial intelligence systems on society : CW Attack Practical Configuration

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial introduces the CNW attack, named after inventors Nicholas Carniglia and David Wagner. It explains the need for this new attack due to the limitations of the defensive distillation method, which was initially developed to protect algorithms from attacks. The tutorial details advanced attack techniques that bypass defensive distillation by using different functions to approximate the loss function and avoid box constraints. Practical testing instructions are provided, including parameter configuration for iterations. The video concludes with the results of the attack, showing a high misclassification rate, and sets the stage for the next video on another attack.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What parameters should be considered before running the CNW technique?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What were the results after running the attack with 200 iterations?

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