Model Weights for "Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting"

Model weights for use with the SatIQ fingerprinting models used in the paper “Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting”. The models are used to authenticate Iridium satellites from high sample rate message headers.

The data collection and model code can be found at the following URL: https://github.com/ssloxford/SatIQ

The preprint is available on arXiv at the following URL: https://arxiv.org/abs/2305.06947

The final trained model is ae-triplet-final.h5. The others are from the additional experiments and analyses described in the paper, and are included for completeness.

When using this data, please cite the following paper: “Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting”. The BibTeX entry is given below:

@inproceedings{smailesWatch2023,
  author = {Smailes, Joshua and K{\"o}hler, Sebastian and Birnbach, Simon and Strohmeier, Martin and Martinovic, Ivan},
  title = {{Watch This Space}: {Securing Satellite Communication through Resilient Transmitter Fingerprinting}},
  year = {2023},
  publisher = {Association for Computing Machinery},
  booktitle = {Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security},
  location = {Copenhagen, Denmark},
  series = {CCS '23}
}