Technical University of Denmark
Browse

can-ml

Download (7.01 GB)
dataset
posted on 2023-12-15, 10:16 authored by Brooke Elizabeth LampeBrooke Elizabeth Lampe
can-ml

This dataset contains controller area network (CAN) traffic for the 2017 Subaru Forester, the 2016 Chevrolet Silverado, the 2011 Chevrolet Traverse, and the 2011 Chevrolet Impala.

For each vehicle, there are samples of attack-free traffic--that is, normal traffic--as well as samples of various types of attacks.

The samples are stored in comma-separated values (CSV) format. Labeled and unlabeled samples are provided. For the labeled samples, attack frames are assigned "1," while attack-free frames are designated "0."

The helper folder provides example scripts that demonstrate how to process and leverage the dataset.

History

ORCID for corresponding depositor

Usage metrics

    DTU Compute

    Licence

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC