What are the applications of adversarial training in AI?
An example of an AI chatbot conversation about applications of adversarial training in AI.
What are the applications of adversarial training in AI?
Adversarial training is used to improve model robustness against adversarial attacks, enhancing security in AI systems.
Can you give me some specific examples of where it's applied?
Sure! It's applied in image recognition, natural language processing, and even in autonomous vehicles to ensure safety.
How does it improve the performance of AI models?
By exposing models to adversarial examples during training, they learn to recognize and resist such inputs, improving accuracy.
Are there any limitations to adversarial training?
Yes, it can be computationally expensive and may lead to overfitting if not managed properly.
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