Hacking Self-driving Models

Live Demo

Program Members

• William Wei, 12th-grade high school student from Baton Rouge High School, HSSR Program
• Dr. Hao Wang, Advisor

Objectives

Inspired by BadNets [1], we further explore the practical scenarios of self-driving and demonstrate the feasibility to attack self-driving vehicles using cameras and neural network models.

Backdoor self-driving AI models [1].

References

[1] Tianyu Gu, Brendan Dolan-Gavitt, and Siddharth Garg. 2019. BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain. arXiv:1708.06733 [cs] (March 2019). Retrieved April 18, 2022 from http://arxiv.org/abs/1708.06733