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openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 100 supp…
Code for the paper entitled "Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack" (Usenix Secrity 2021)
MSF-ADV is a novel physical-world adversarial attack method, which can fool the Multi Sensor Fusion (MSF) based autonomous driving (AD) perception in the victim…