# Lecture - Theories of Deep Learning MT25, XIV, Generative adversarial networks

> Source: https://ollybritton.com/notes/uni/part-c/mt25/theories-of-deep-learning/lectures/networks/ · Updated: 2025-11-18 · Tags: uni, lecture

- [Course - Theories of Deep Learning MT25](https://ollybritton.com/notes/uni/part-c/mt25/theories-of-deep-learning/)

- Adversarial examples are transferable across nets
	- Nets for the same task learn the same function, so this is not super surprising
- Cool visualisations of the decision regions for deep nets
- Provable defence: design the models to guarantee

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