[FreeCoursesOnline.Me] PacktPub - Securing Your AI and Machine Learning Systems [Video]

磁力链接/BT种子名称

[FreeCoursesOnline.Me] PacktPub - Securing Your AI and Machine Learning Systems [Video]

磁力链接/BT种子简介

种子哈希：ca6d685c7d055d33ae3af64957e500c083ff8422
文件大小：772.29M
已经下载：1416次
下载速度：极快
收录时间：2021-03-20
最近下载：2025-10-05

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文件列表

  • 9781838826451_Code.zip 273.7 MB
  • 3 - Build a Threat Model and Learn Different Attacks on AI/09 - Most Common AI Solutions and Threats.mp4 48.1 MB
  • 1 - Machine Learning Security/01 - The Course Overview.mp4 42.9 MB
  • 1 - Machine Learning Security/02 - Introduction to ML Security.mp4 31.4 MB
  • 2 - Security Test Using Adversarial Attack/04 - Introduction to Machine Learning Tasks.mp4 27.3 MB
  • 3 - Build a Threat Model and Learn Different Attacks on AI/14 - Practical Backdoor Attacks.mp4 17.9 MB
  • 2 - Security Test Using Adversarial Attack/08 - Practical Example ..Adversarial Challenge.mp4 17.8 MB
  • 7 - Summary and Future Trends/39 - Sources and Recommendations.mp4 17.3 MB
  • 5 - Compare Various Attacks/21 - BIM Attack Practical Configuration.mp4 16.9 MB
  • 5 - Compare Various Attacks/24 - PGD Attack Practical Configuration.mp4 15.9 MB
  • 6 - Choosing the Right Defense/31 - Comparing Defence Approaches and Choosing the Best Defence.mp4 15.9 MB
  • 3 - Build a Threat Model and Learn Different Attacks on AI/13 - Practical Privacy Attacks.mp4 15.9 MB
  • 7 - Summary and Future Trends/37 - Choosing the Defenses.mp4 15.7 MB
  • 1 - Machine Learning Security/03 - Setting Up the Environment.mp4 15.7 MB
  • 7 - Summary and Future Trends/36 - Testing the Attacks.mp4 13.7 MB
  • 3 - Build a Threat Model and Learn Different Attacks on AI/12 - Practical Poisoning Attacks.mp4 13.5 MB
  • 5 - Compare Various Attacks/25 - Comparing Metrics and Choosing the Best Attack.mp4 12.4 MB
  • 6 - Choosing the Right Defense/28 - Testing Practical Defense from Adversarial Training Category.mp4 12.4 MB
  • 5 - Compare Various Attacks/22 - CW Attack Practical Configuration.mp4 11.0 MB
  • 7 - Summary and Future Trends/34 - Preparing the Environment.mp4 10.4 MB
  • 2 - Security Test Using Adversarial Attack/06 - Categories of ML Tasks and Attacks.mp4 10.4 MB
  • 5 - Compare Various Attacks/23 - DeepFool Attack Practical Configuration.mp4 10.2 MB
  • 4 - Testing Image Classification/16 - Adversarial Attacks and Their Distinctive Features.mp4 10.2 MB
  • 4 - Testing Image Classification/19 - Black-Box Adversarial with Example.mp4 10.0 MB
  • 4 - Testing Image Classification/18 - Grey-Box Adversarial with Example.mp4 9.9 MB
  • 4 - Testing Image Classification/17 - White-Box Adversarial with Example.mp4 9.8 MB
  • 7 - Summary and Future Trends/40 - Conclusions and Best Wishes.mp4 9.5 MB
  • 7 - Summary and Future Trends/38 - The Future of AI Attacks.mp4 9.4 MB
  • 3 - Build a Threat Model and Learn Different Attacks on AI/11 - Poisoning Attacks, Privacy, and Backdoor Attacks Theory.mp4 9.4 MB
  • 6 - Choosing the Right Defense/29 - Testing Practical Defence from Modified Input Category.mp4 8.7 MB
  • 7 - Summary and Future Trends/35 - Importing the Models.mp4 8.4 MB
  • 5 - Compare Various Attacks/20 - Adversarial Attacks Metrics and White-Box Adversarial Attacks.mp4 7.7 MB
  • 6 - Choosing the Right Defense/26 - Introduction to Various Defense Approaches to Adversarial Attacks.mp4 7.7 MB
  • 7 - Summary and Future Trends/32 - Combining Everything Together.mp4 7.7 MB
  • 2 - Security Test Using Adversarial Attack/05 - Attacks Against ML with Examples.mp4 7.6 MB
  • 4 - Testing Image Classification/15 - Building an Image Classification Task and Its Peculiarities.mp4 5.8 MB
  • 2 - Security Test Using Adversarial Attack/07 - Attacks on Classification and How They Work.mp4 5.7 MB
  • 3 - Build a Threat Model and Learn Different Attacks on AI/10 - Confidentiality, Availability, and Integrity Attacks.mp4 5.4 MB
  • 6 - Choosing the Right Defense/30 - Testing Practical Defence from Modified Model Category.mp4 4.6 MB
  • 7 - Summary and Future Trends/33 - An Approach to Testing AI Solutions.mp4 3.1 MB
  • 6 - Choosing the Right Defense/27 - The Current State of Defenses.mp4 2.9 MB
  • 0. Websites you may like/0. (1Hack.Us) Premium Tutorials-Guides-Articles & Community based Forum.url 377 Bytes
  • 0. Websites you may like/1. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url 286 Bytes
  • 0. Websites you may like/3. (FTUApps.com) Download Cracked Developers Applications For Free.url 239 Bytes
  • 0. Websites you may like/How you can help our Group!.txt 208 Bytes
  • 0. Websites you may like/2. (NulledPremium.com) Download E-Learning, E-Books, Audio-Books, & more.etc.url 163 Bytes

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