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