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DRP-attack
DRP-attack PublicCode for the paper entitled "Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack" (Usenix Secrity 2021)
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openpilot
openpilot PublicForked from commaai/openpilot
openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 100 supported car makes and models.
Repositories
- DRP-attack Public
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 Public
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 autonomous vehicle (AV) to fail in detecting a front obstacle and thus crash into it. This work is accepted by IEEE S&P 2021.
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