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MicroTracking for CAN logs

This repository contains code for our paper Privacy pitfalls of releasing in-vehicle network data.

If you use this software, please cite our paper using the following format:

@article{GAZDAG2023100565,
    title = {Privacy pitfalls of releasing in-vehicle network data},
    journal = {Vehicular Communications},
    volume = {39},
    pages = {100565},
    year = {2023},
    issn = {2214-2096},
    doi = {https://doi.org/10.1016/j.vehcom.2022.100565},
    url = {https://www.sciencedirect.com/science/article/pii/S2214209622001127},
    author = {András Gazdag and Szilvia Lestyán and Mina Remeli and Gergely Ács and Tamás Holczer and Gergely Biczók}
}

Execution of the code

Run the main.py file.

Input

The repository contains two sample CAN trace for testing purposes:

  • trace_1.log: driving with 40 km/h, then lane change, then stop
  • trace_2.log: driving with 40 km/h, then evasion maneuver