Advanced30 min
Adversarial Examples and Attacks
Imperceptible perturbations that flip predictions, why they exist geometrically, and the arms race between attacks and defences.
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
- adversarial example
- FGSM
- PGD
- certified defence
- robust training