Adversarial Attacks in Machine Learning Demystified

In this video, I discuss Adversarial Attacks in machine learning. I begin by introducing adversarial attacks and their varieties, and then attempt to illustrate the differences between the various forms of adversarial attacks. I also discuss various defense strategies for these sorts of attacks.

📑 Chapters:
0:00 Introduction
1:39 Adversarial Attacks
3:26 Relationship between Type I and Type II Attacks
5:50 Defence Against the Adversarial Examples
7:02 Conclusion

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#adversarial_attacks #ai_safety #machine_learning