Autonomous Vehicle Security

Object recognition model detecting a modified stop sign as a person

Our goal is to use a simulation environment to run cybersecurity tests on autonomous vehicles. The goal is to have ways to test AV security outside of purely field tests.

So far, we have placed a sticker below a stop sign and had it recognized as a person. We would like to expand this to have objects in the road avoid recognition.

Project status: 
Active
Department: 
EECS
Term: 
Fall
Winter
Academic year: 
2019-2020
Fall Poster: 
Older draft before object recognition functional
Winter Poster: 
Object recognition now functional
Fall Video: 
Author: