Use a real-life example of an AI system to discuss some impacts of cyber attacks : Grey-Box Adversarial with Example

The video tutorial discusses gray box attacks, focusing on the transferability of adversarial examples between models. It explains how adversarial examples crafted for one model can be used to exploit another, highlighting the importance of testing transferability. The tutorial demonstrates testing transferability between a source model and a target model, showing how different attack methods affect performance. It concludes with lessons on choosing effective attack strategies for better performance on target models.

What is the transferability phenomenon in the context of adversarial examples?

How can adversarial examples created for one model be used to exploit another model?

What factors influence the effectiveness of transferability in adversarial attacks?

What was the accuracy of the adversarial attack on the target network compared to the source network?

What lesson can be learned about choosing attack methods for better performance on target models?