Advanced30 min
Adversarial Machine Learning as a Game
GAN training as a zero-sum minimax problem, adversarial examples as a constrained attacker's best response, and robust optimisation.
Not yet written
This lesson is on the syllabus but has no text yet
The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- GAN
- minimax
- adversarial example
- robust optimisation
- attacker