Torrent Contents Size: 772.3 MB
PacktPub | Securing Your AI and Machine Learning Systems [Video] [FCO]
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0. (1Hack.Us) Premium Tutorials-Guides-Articles & Community based Forum.url
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URL
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409 B
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01 - The Course Overview.mp4
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MP4
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40.9 MB
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02 - Introduction to ML Security.mp4
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MP4
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29.9 MB
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03 - Setting Up the Environment.mp4
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MP4
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15 MB
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04 - Introduction to Machine Learning Tasks.mp4
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MP4
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26 MB
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05 - Attacks Against ML with Examples.mp4
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7.3 MB
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06 - Categories of ML Tasks and Attacks.mp4
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9.9 MB
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07 - Attacks on Classification and How They Work.mp4
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5.4 MB
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08 - Practical Example ..Adversarial Challenge.mp4
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17 MB
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09 - Most Common AI Solutions and Threats.mp4
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45.9 MB
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1. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url
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URL
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307 B
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10 - Confidentiality, Availability, and Integrity Attacks.mp4
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MP4
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5.1 MB
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11 - Poisoning Attacks, Privacy, and Backdoor Attacks Theory.mp4
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9 MB
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12 - Practical Poisoning Attacks.mp4
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12.9 MB
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13 - Practical Privacy Attacks.mp4
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15.2 MB
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14 - Practical Backdoor Attacks.mp4
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17.1 MB
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15 - Building an Image Classification Task and Its Peculiarities.mp4
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5.5 MB
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16 - Adversarial Attacks and Their Distinctive Features.mp4
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9.7 MB
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17 - White-Box Adversarial with Example.mp4
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9.3 MB
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18 - Grey-Box Adversarial with Example.mp4
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9.4 MB
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19 - Black-Box Adversarial with Example.mp4
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9.5 MB
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2. (NulledPremium.com) Download E-Learning, E-Books, Audio-Books, & more.etc.url
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URL
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204 B
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20 - Adversarial Attacks Metrics and White-Box Adversarial Attacks.mp4
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7.3 MB
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21 - BIM Attack Practical Configuration.mp4
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16.1 MB
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22 - CW Attack Practical Configuration.mp4
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10.5 MB
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23 - DeepFool Attack Practical Configuration.mp4
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9.7 MB
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24 - PGD Attack Practical Configuration.mp4
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15.2 MB
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25 - Comparing Metrics and Choosing the Best Attack.mp4
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11.9 MB
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26 - Introduction to Various Defense Approaches to Adversarial Attacks.mp4
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7.3 MB
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27 - The Current State of Defenses.mp4
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2.7 MB
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28 - Testing Practical Defense from Adversarial Training Category.mp4
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11.8 MB
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29 - Testing Practical Defence from Modified Input Category.mp4
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8.3 MB
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3. (FTUApps.com) Download Cracked Developers Applications For Free.url
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URL
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204 B
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30 - Testing Practical Defence from Modified Model Category.mp4
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4.4 MB
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31 - Comparing Defence Approaches and Choosing the Best Defence.mp4
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15.2 MB
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32 - Combining Everything Together.mp4
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7.3 MB
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33 - An Approach to Testing AI Solutions.mp4
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3 MB
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34 - Preparing the Environment.mp4
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9.9 MB
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35 - Importing the Models.mp4
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8 MB
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36 - Testing the Attacks.mp4
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13 MB
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37 - Choosing the Defenses.mp4
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15 MB
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38 - The Future of AI Attacks.mp4
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9 MB
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39 - Sources and Recommendations.mp4
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16.5 MB
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40 - Conclusions and Best Wishes.mp4
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9 MB
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9781838826451_Code.zip
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ZIP
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261 MB
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How you can help our Group!.txt
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TXT
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204 B
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