Use a real-life example of an AI system to discuss some impacts of cyber attacks : Attacks on Classification and How The

Use a real-life example of an AI system to discuss some impacts of cyber attacks : Attacks on Classification and How The

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Information Technology (IT), Architecture

University

Hard

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The video tutorial discusses the vulnerability of machine learning tasks, focusing on classification. It introduces the first attack method, 'lobes', and its limitations. The fast gradient sign method (fsem) is then explained as a more efficient approach for adversarial attacks. The tutorial details how to create targeted adversarial attacks by modifying images to deceive neural networks. Finally, it concludes with a transition to practical application, demonstrating the attack on a classification task.

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OPEN ENDED QUESTION

3 mins • 1 pt

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

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