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\nExplain the negative impacts of artificial intelligence systems on society : Adversarial Attacks Metrics and White-Box Adversarial Attacks\n

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\nFrom the section: Compare Various Attacks. In this section, you will learn the most important metrics to compare various attacks. Now, you will dive deeper into various adversarial attacks from the white-box category. You will see how...\nFrom the section: Compare Various Attacks. In this section, you will learn the most important metrics to compare various attacks. Now, you will dive deeper into various adversarial attacks from the white-box category. You will see how they have evolved during the latest years, which attack is better to use now, and which one is not practically important.

The aim of this video is to give an overview of different metrics which can be used for comparing attacks and choosing the best one according to your requirements.
• Introduce the list of different metrics
• Describe each metric in detail
• Provide guidance on the selected metrics for a particular environment\n
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Resource Details

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Educator Rating
Not yet Rated
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Media Length
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3:52
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Grade
Higher Ed
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Subjects
STEM
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Media Type
Instructional Videos
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Source:
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\nPackt\n\n
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Date
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2021
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Language
English
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Audiences
For Teacher Use
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Usage Permissions
Fine Print: Educational Use
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Additional Materials

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Concepts

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computer science, probability, speed, coding
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Additional Tags

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computer engineering, compsci, programming, development, average confidence, prediction confidence, structural similarity, misclassified class, common measure, adversarial examples, misclassification rate, adversarial, important, examples, measure, metrics, attacks, misclassification, criteria, noise, attack, robustness, section, learn, good, perceptibility, hard, modification, similar, video
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Classroom Considerations

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Best For: Explaining a topic
Video is ad-free
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\n\" data-title=\"Get Full Access\" data-container=\"body\" rel=\"popover\" tabindex=\"0\" aria-label=\"Play video: Explain the negative impacts of artificial intelligence systems on society : Adversarial Attacks Metrics and White-Box Adversarial Attacks\" href=\"/subscription/new\">\"Explain\n\n
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