Use a real-life example of an AI system to discuss some impacts of cyber attacks : Practical Poisoning Attacks

The video explains poisoning attacks in AI, where attackers inject malicious data into training sets. It uses the Adversarial Robustness Toolbox (ART) by IBM to demonstrate a poisoning attack on a digit recognition system. The demo shows how poisoned data can alter AI predictions, such as recognizing a zero as a one. To counteract this, the video introduces defense methods like clustering and PCA to detect poisoned images. The video concludes with a brief mention of upcoming content on privacy attacks.

What new insight or understanding did you gain from this video?

Evaluate responses using AI:

OFF