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  1. MSF-ADV 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 d…

    Python 70 15

  2. DRP-attack 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)

    Jupyter Notebook 31 11

  3. ld-metric ld-metric Public

    Code for the paper entitled "Towards Driving-Oriented Metric for Lane Detection Models" (CVPR 2022)

    Python 24 4

  4. PlanFuzz PlanFuzz Public

    PlanFuzz is a novel dynamic testing tool for discovering semantic DoS vulnerability in AD behavioral planning (NDSS 2022)

    C++ 20 1

  5. pass-2022 pass-2022 Public

    Python 2

  6. openpilot openpilot Public

    Forked 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.

    C++ 1 1

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  • roboscan Public
    Python 0 0 0 0 Updated Feb 26, 2024
  • Python 2 MIT 0 2 0 Updated May 15, 2023
  • PlanFuzz Public

    PlanFuzz is a novel dynamic testing tool for discovering semantic DoS vulnerability in AD behavioral planning (NDSS 2022)

    C++ 20 1 1 0 Updated May 2, 2022
  • ld-metric Public

    Code for the paper entitled "Towards Driving-Oriented Metric for Lane Detection Models" (CVPR 2022)

    Python 24 MIT 4 1 0 Updated Mar 19, 2022
  • openpilot Public Forked 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.

    C++ 1 MIT 8,815 0 0 Updated Sep 1, 2021
  • 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)

    Jupyter Notebook 31 MIT 11 3 0 Updated Aug 12, 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.

    Python 70 MIT 15 10 0 Updated Aug 4, 2021

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