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


[FreeCoursesOnline.Me] PacktPub - Securing Your AI and Machine Learning Systems [Video]
Category:
 Other
Date:
02/05/20 at 5:05pm GMT+1
Submitter:
Unknown
Seeders:
1
Leechers:
0
File size:
772 MB in 42 files

Torrent Status:
  This torrent has been verified.

Infohash:
ca6d685c7d055d33ae3af64957e500c083ff8422


File list

  • [FreeCoursesOnline.Me] PacktPub - Securing Your AI and Machine Learning Systems [Video]
  • icon 0. Websites you may like/How you can help our Group!.txt 208 B
    icon 1 - Machine Learning Security/01 - The Course Overview.mp4 40.9 MB
    icon 1 - Machine Learning Security/02 - Introduction to ML Security.mp4 29.9 MB
    icon 1 - Machine Learning Security/03 - Setting Up the Environment.mp4 15 MB
    icon 2 - Security Test Using Adversarial Attack/04 - Introduction to Machine Learning Tasks.mp4 26 MB
    icon 2 - Security Test Using Adversarial Attack/05 - Attacks Against ML with Examples.mp4 7.3 MB
    icon 2 - Security Test Using Adversarial Attack/06 - Categories of ML Tasks and Attacks.mp4 9.9 MB
    icon 2 - Security Test Using Adversarial Attack/07 - Attacks on Classification and How They Work.mp4 5.4 MB
    icon 2 - Security Test Using Adversarial Attack/08 - Practical Example ..Adversarial Challenge.mp4 17 MB
    icon 3 - Build a Threat Model and Learn Different Attacks on AI/09 - Most Common AI Solutions and Threats.mp4 45.9 MB
    icon 3 - Build a Threat Model and Learn Different Attacks on AI/10 - Confidentiality, Availability, and Integrity Attacks.mp4 5.1 MB
    icon 3 - Build a Threat Model and Learn Different Attacks on AI/11 - Poisoning Attacks, Privacy, and Backdoor Attacks Theory.mp4 9 MB
    icon 3 - Build a Threat Model and Learn Different Attacks on AI/12 - Practical Poisoning Attacks.mp4 12.9 MB
    icon 3 - Build a Threat Model and Learn Different Attacks on AI/13 - Practical Privacy Attacks.mp4 15.2 MB
    icon 3 - Build a Threat Model and Learn Different Attacks on AI/14 - Practical Backdoor Attacks.mp4 17.1 MB
    icon 4 - Testing Image Classification/15 - Building an Image Classification Task and Its Peculiarities.mp4 5.5 MB
    icon 4 - Testing Image Classification/16 - Adversarial Attacks and Their Distinctive Features.mp4 9.7 MB
    icon 4 - Testing Image Classification/17 - White-Box Adversarial with Example.mp4 9.3 MB
    icon 4 - Testing Image Classification/18 - Grey-Box Adversarial with Example.mp4 9.4 MB
    icon 4 - Testing Image Classification/19 - Black-Box Adversarial with Example.mp4 9.5 MB
    icon 5 - Compare Various Attacks/20 - Adversarial Attacks Metrics and White-Box Adversarial Attacks.mp4 7.3 MB
    icon 5 - Compare Various Attacks/21 - BIM Attack Practical Configuration.mp4 16.1 MB
    icon 5 - Compare Various Attacks/22 - CW Attack Practical Configuration.mp4 10.5 MB
    icon 5 - Compare Various Attacks/23 - DeepFool Attack Practical Configuration.mp4 9.7 MB
    icon 5 - Compare Various Attacks/24 - PGD Attack Practical Configuration.mp4 15.2 MB
    icon 5 - Compare Various Attacks/25 - Comparing Metrics and Choosing the Best Attack.mp4 11.9 MB
    icon 6 - Choosing the Right Defense/26 - Introduction to Various Defense Approaches to Adversarial Attacks.mp4 7.3 MB
    icon 6 - Choosing the Right Defense/27 - The Current State of Defenses.mp4 2.7 MB
    icon 6 - Choosing the Right Defense/28 - Testing Practical Defense from Adversarial Training Category.mp4 11.8 MB
    icon 6 - Choosing the Right Defense/29 - Testing Practical Defence from Modified Input Category.mp4 8.3 MB
    icon 6 - Choosing the Right Defense/30 - Testing Practical Defence from Modified Model Category.mp4 4.4 MB
    icon 6 - Choosing the Right Defense/31 - Comparing Defence Approaches and Choosing the Best Defence.mp4 15.2 MB
    icon 7 - Summary and Future Trends/32 - Combining Everything Together.mp4 7.3 MB
    icon 7 - Summary and Future Trends/33 - An Approach to Testing AI Solutions.mp4 3 MB
    icon 7 - Summary and Future Trends/34 - Preparing the Environment.mp4 9.9 MB
    icon 7 - Summary and Future Trends/35 - Importing the Models.mp4 8 MB
    icon 7 - Summary and Future Trends/36 - Testing the Attacks.mp4 13 MB
    icon 7 - Summary and Future Trends/37 - Choosing the Defenses.mp4 15 MB
    icon 7 - Summary and Future Trends/38 - The Future of AI Attacks.mp4 9 MB
    icon 7 - Summary and Future Trends/39 - Sources and Recommendations.mp4 16.5 MB
    icon 7 - Summary and Future Trends/40 - Conclusions and Best Wishes.mp4 9 MB
    icon 9781838826451_Code.zip 261 MB

Similar Torrents

Category
Name
Size
Date
 [FreeCoursesOnline.Me] Code With Mosh - The Ultimate Data Structures & Algorithms [3in1] 2.3 GB12/10/22466
 [FreeCoursesOnline.Me] Code With Mosh - The Ultimate HTML-CSS Mastery Series [3in1] 3.2 GB12/12/22443
 [FreeCoursesOnline.Me] Code With Mosh - The Ultimate JavaScript Series [2In1] 1.8 GB12/19/22434
 [FreeCoursesOnline.Me] Skillshare - Using ChatGPT to Improve Your YouTube Content A Ste ... 136 MB03/15/23401
 [FreeCoursesOnline.Me] Coursera - Google Data Analytics Professional Certificate 6.9 GB01/07/23396
 [FreeCoursesOnline.Me] Code With Mosh - The Ultimate Design Patterns [Series] 3 In 1 1.3 GB12/06/22374
 [FreeCoursesOnline.Me] MasterClass -DANIEL NEGREANU TEACHES POKER 6.7 GB11/12/18354
 [FreeCoursesOnline.Me] TechWorld - The Ultimate Course For IT Beginners 3.5 GB12/08/22359
 [FreeCoursesOnline.Me] Code With Mosh - Clean Coding and Refactoring 784 MB12/24/22342
 [FreeCoursesOnline.Me] MASTERCLASS - Ray Dalio Teaches Mastering The Markets - Make The ...839 MB07/13/23332
 [FreeCoursesOnline.Me] Complete AI Course ChatGPT, DALL-E, Midjourney and More Ai1.7 GB01/27/24335
 [FreeCoursesOnline.Me] SkillShare - Python 3 Object Oriented Programming - SkilledHares 1.8 GB12/29/22325
 [FreeCoursesOnline.Me] Coursera - Generative AI for Everyone 442 MB02/25/24321
 [FreeCoursesOnline.Me] PhotoshopEasy - The Ultimate Photoshop Course - Learn To Master ... 26.9 GB12/25/223013
 [FreeCoursesOnline.Me] Code With Mosh - The Ultimate Git Mastery Course 939 MB12/21/22292