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 https://youtu.be/-ORE0pp9QNk 🙋‍♂️ 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/guest-view/1CD2D6CC95XGA Your support helps me keep creating content like this. Thank you for being part of this journey! #adversarial_attacks #ai_safety #machine_learning