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[FreeCoursesOnline.Me] PacktPub - Securing Your AI and Machine Learning Systems [Video]
magnet:?xt=urn:btih:ca6d685c7d055d33ae3af64957e500c083ff8422&dn=[FreeCoursesOnline.Me] PacktPub - Securing Your AI and Machine Learning Systems [Video]
磁力链接详情
Hash值:
ca6d685c7d055d33ae3af64957e500c083ff8422
点击数:
12
文件大小:
511.24 MB
文件数量:
40
创建日期:
2025-7-10 18:43
最后访问:
2025-7-13 00:33
访问标签:
FreeCoursesOnline
Me
PacktPub
-
Securing
Your
AI
and
Machine
Learning
Systems
Video
文件列表详情
1 - Machine Learning Security/01 - The Course Overview.mp4 40.87 MB
1 - Machine Learning Security/02 - Introduction to ML Security.mp4 29.93 MB
1 - Machine Learning Security/03 - Setting Up the Environment.mp4 14.99 MB
2 - Security Test Using Adversarial Attack/04 - Introduction to Machine Learning Tasks.mp4 26.03 MB
2 - Security Test Using Adversarial Attack/05 - Attacks Against ML with Examples.mp4 7.27 MB
2 - Security Test Using Adversarial Attack/06 - Categories of ML Tasks and Attacks.mp4 9.87 MB
2 - Security Test Using Adversarial Attack/07 - Attacks on Classification and How They Work.mp4 5.42 MB
2 - Security Test Using Adversarial Attack/08 - Practical Example ..Adversarial Challenge.mp4 17.01 MB
3 - Build a Threat Model and Learn Different Attacks on AI/09 - Most Common AI Solutions and Threats.mp4 45.86 MB
3 - Build a Threat Model and Learn Different Attacks on AI/10 - Confidentiality, Availability, and Integrity Attacks.mp4 5.1 MB
3 - Build a Threat Model and Learn Different Attacks on AI/11 - Poisoning Attacks, Privacy, and Backdoor Attacks Theory.mp4 9 MB
3 - Build a Threat Model and Learn Different Attacks on AI/12 - Practical Poisoning Attacks.mp4 12.89 MB
3 - Build a Threat Model and Learn Different Attacks on AI/13 - Practical Privacy Attacks.mp4 15.19 MB
3 - Build a Threat Model and Learn Different Attacks on AI/14 - Practical Backdoor Attacks.mp4 17.08 MB
4 - Testing Image Classification/15 - Building an Image Classification Task and Its Peculiarities.mp4 5.53 MB
4 - Testing Image Classification/16 - Adversarial Attacks and Their Distinctive Features.mp4 9.7 MB
4 - Testing Image Classification/17 - White-Box Adversarial with Example.mp4 9.31 MB
4 - Testing Image Classification/18 - Grey-Box Adversarial with Example.mp4 9.43 MB
4 - Testing Image Classification/19 - Black-Box Adversarial with Example.mp4 9.5 MB
5 - Compare Various Attacks/20 - Adversarial Attacks Metrics and White-Box Adversarial Attacks.mp4 7.32 MB
5 - Compare Various Attacks/21 - BIM Attack Practical Configuration.mp4 16.08 MB
5 - Compare Various Attacks/22 - CW Attack Practical Configuration.mp4 10.45 MB
5 - Compare Various Attacks/23 - DeepFool Attack Practical Configuration.mp4 9.72 MB
5 - Compare Various Attacks/24 - PGD Attack Practical Configuration.mp4 15.21 MB
5 - Compare Various Attacks/25 - Comparing Metrics and Choosing the Best Attack.mp4 11.86 MB
6 - Choosing the Right Defense/26 - Introduction to Various Defense Approaches to Adversarial Attacks.mp4 7.31 MB
6 - Choosing the Right Defense/27 - The Current State of Defenses.mp4 2.73 MB
6 - Choosing the Right Defense/28 - Testing Practical Defense from Adversarial Training Category.mp4 11.84 MB
6 - Choosing the Right Defense/29 - Testing Practical Defence from Modified Input Category.mp4 8.33 MB
6 - Choosing the Right Defense/30 - Testing Practical Defence from Modified Model Category.mp4 4.35 MB
6 - Choosing the Right Defense/31 - Comparing Defence Approaches and Choosing the Best Defence.mp4 15.2 MB
7 - Summary and Future Trends/32 - Combining Everything Together.mp4 7.3 MB
7 - Summary and Future Trends/33 - An Approach to Testing AI Solutions.mp4 2.98 MB
7 - Summary and Future Trends/34 - Preparing the Environment.mp4 9.94 MB
7 - Summary and Future Trends/35 - Importing the Models.mp4 8.03 MB
7 - Summary and Future Trends/36 - Testing the Attacks.mp4 13.04 MB
7 - Summary and Future Trends/37 - Choosing the Defenses.mp4 15.01 MB
7 - Summary and Future Trends/38 - The Future of AI Attacks.mp4 9 MB
7 - Summary and Future Trends/39 - Sources and Recommendations.mp4 16.54 MB
7 - Summary and Future Trends/40 - Conclusions and Best Wishes.mp4 9.03 MB
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