Cyber Security & IT · UCAP pathway
Adversarial Machine Learning
Test and strengthen machine-learning systems against manipulation, poisoning and extraction.
12
Modules
Labs · walkthroughs
Format
Available now
Status
The curriculum
What this pathway covers.
- 01
Threat modelling ML systems
- 02
Evasion attacks
- 03
Data poisoning
- 04
Model extraction and inversion
- 05
Robust evaluation methods
- 06
Defensive design patterns