What are the main threats to AI systems?

What are the main threats to AI systems?

The main threats to AI systems include data poisoning, adversarial attacks, and ethical concerns regarding bias.

Can you explain data poisoning?

Data poisoning occurs when malicious actors manipulate the training data, leading to incorrect model predictions.

What are adversarial attacks?

Adversarial attacks involve inputting deceptive data to trick AI models into making errors.

How can we mitigate these threats?

Mitigation strategies include robust training, regular audits, and implementing ethical guidelines for AI development.

Are there any real-world examples of these threats?

Yes, there have been instances where AI systems were misled by adversarial inputs, affecting security and decision-making.