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
🔗 Helpful Links:
My Video on Confusion Matrix, Accuracy, Recall and Precision
• Confusion Matrix, Accuracy, Recall and Pre...
🙋♂️ Find me on: halflingwizard.me
🎁 Support the Channel:
If you’d like to support my work, you can check out my wishlist here: https://www.amazon.com/registries/gl/...
Your support helps me keep creating content like this. Thank you for being part of this journey!
#adversarial_attacks #ai_safety #machine_learning