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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers adversarial machine learning and generative adversarial networks, critical in machine learning with applications like adversarial examples, training, and GANs. It explores optimization formulations, robustness examples, and methods like FGSM and proximal gradient descent.