[FreeCoursesOnline Me] PacktPub Securing Your AI and Machine Learning Systems [Video]
Seeders : 3 Leechers : 1
| Torrent Hash : | CA6D685C7D055D33AE3AF64957E500C083FF8422 |
| Torrent Added : | 1 Year+ in Other - Other |
| Torrent Size : | 772.29 MB |
[FreeCoursesOnline Me] PacktPub Securing Your AI and Machine Learning Systems [Video]
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Torrent File Content (46 files)
[FreeCoursesOnline.Me] PacktPub - Securing Your AI and Machine Learning Systems [Video]
0. Websites you may like
0. (1Hack.Us) Premium Tutorials-Guides-Articles & Community based Forum.url -
0. Websites you may like
0. (1Hack.Us) Premium Tutorials-Guides-Articles & Community based Forum.url -
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1. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url -
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2. (NulledPremium.com) Download E-Learning, E-Books, Audio-Books, & more.etc.url -
163 bytes
3. (FTUApps.com) Download Cracked Developers Applications For Free.url -
239 bytes
How you can help our Group!.txt -
208 bytes
1 - Machine Learning Security
01 - The Course Overview.mp4 -
01 - The Course Overview.mp4 -
40.87 MB
02 - Introduction to ML Security.mp4 -
29.93 MB
03 - Setting Up the Environment.mp4 -
14.99 MB
2 - Security Test Using Adversarial Attack
04 - Introduction to Machine Learning Tasks.mp4 -
04 - Introduction to Machine Learning Tasks.mp4 -
26.03 MB
05 - Attacks Against ML with Examples.mp4 -
7.27 MB
06 - Categories of ML Tasks and Attacks.mp4 -
9.87 MB
07 - Attacks on Classification and How They Work.mp4 -
5.42 MB
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 -
09 - Most Common AI Solutions and Threats.mp4 -
45.86 MB
10 - Confidentiality, Availability, and Integrity Attacks.mp4 -
5.1 MB
11 - Poisoning Attacks, Privacy, and Backdoor Attacks Theory.mp4 -
9 MB
12 - Practical Poisoning Attacks.mp4 -
12.89 MB
13 - Practical Privacy Attacks.mp4 -
15.19 MB
14 - Practical Backdoor Attacks.mp4 -
17.08 MB
4 - Testing Image Classification
15 - Building an Image Classification Task and Its Peculiarities.mp4 -
15 - Building an Image Classification Task and Its Peculiarities.mp4 -
5.53 MB
16 - Adversarial Attacks and Their Distinctive Features.mp4 -
9.7 MB
17 - White-Box Adversarial with Example.mp4 -
9.31 MB
18 - Grey-Box Adversarial with Example.mp4 -
9.43 MB
19 - Black-Box Adversarial with Example.mp4 -
9.5 MB
5 - Compare Various Attacks
20 - Adversarial Attacks Metrics and White-Box Adversarial Attacks.mp4 -
20 - Adversarial Attacks Metrics and White-Box Adversarial Attacks.mp4 -
7.32 MB
21 - BIM Attack Practical Configuration.mp4 -
16.08 MB
22 - CW Attack Practical Configuration.mp4 -
10.45 MB
23 - DeepFool Attack Practical Configuration.mp4 -
9.72 MB
24 - PGD Attack Practical Configuration.mp4 -
15.21 MB
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 -
26 - Introduction to Various Defense Approaches to Adversarial Attacks.mp4 -
7.31 MB
27 - The Current State of Defenses.mp4 -
2.73 MB
28 - Testing Practical Defense from Adversarial Training Category.mp4 -
11.84 MB
29 - Testing Practical Defence from Modified Input Category.mp4 -
8.33 MB
30 - Testing Practical Defence from Modified Model Category.mp4 -
4.35 MB
31 - Comparing Defence Approaches and Choosing the Best Defence.mp4 -
15.2 MB
7 - Summary and Future Trends
32 - Combining Everything Together.mp4 -
32 - Combining Everything Together.mp4 -
7.3 MB
33 - An Approach to Testing AI Solutions.mp4 -
2.98 MB
34 - Preparing the Environment.mp4 -
9.94 MB
35 - Importing the Models.mp4 -
8.03 MB
36 - Testing the Attacks.mp4 -
13.04 MB
37 - Choosing the Defenses.mp4 -
15.01 MB
38 - The Future of AI Attacks.mp4 -
9 MB
39 - Sources and Recommendations.mp4 -
16.54 MB
40 - Conclusions and Best Wishes.mp4 -
9.03 MB
9781838826451_Code.zip -
261.04 MB
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