For UIUCTF, I led a small group of colleagues to design and deploy a CTF challenge wherein competitors had to fool an image classifier based on resnet18.

There’s an exceptionally high quality writeup, which you can find here: https://ctf.zeyu2001.com/2021/uiuctf-2021/pwnies_please