Adrin Jalali
Adrin works on a few projects, including skops which tackles some of the MLOps challenges related to scikit-learn models. He has a PhD in Bioinformatics, has worked as a consultant, as well as working in an algorithmic privacy and fairness team. He's also a core developer of scikit-learn and fairlearn.
N/A
Git*hub|lab – Homepage – Twitter handle –Session
08-17
14:05
30min
Let’s exploit pickle, and `skops` to the rescue!
Adrin Jalali
Pickle files can be evil and simply loading them can run arbitrary code on your system. This talk presents why that is, how it can be exploited, and how skops is tackling the issue for scikit-learn/statistical ML models. We go through some lower level pickle related machinery, and go in detail how the new format works.
Machine and Deep Learning
Aula