{"url":"/dataset/satiq-model-weights","name":"SatIQ Model Weights","full_name":"Model Weights for \"Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting\"","description_markdown":"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.\r\n\r\nThe data collection and model code can be found at the following URL: https://github.com/ssloxford/SatIQ\r\n\r\nThe preprint is available on arXiv at the following URL: https://arxiv.org/abs/2305.06947\r\n\r\nThe 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.\r\n\r\nWhen using this data, please cite the following paper: “Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting”. The BibTeX entry is given below:\r\n\r\n```\r\n@inproceedings{smailesWatch2023,\r\n  author = {Smailes, Joshua and K{\\\"o}hler, Sebastian and Birnbach, Simon and Strohmeier, Martin and Martinovic, Ivan},\r\n  title = {{Watch This Space}: {Securing Satellite Communication through Resilient Transmitter Fingerprinting}},\r\n  year = {2023},\r\n  publisher = {Association for Computing Machinery},\r\n  booktitle = {Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security},\r\n  location = {Copenhagen, Denmark},\r\n  series = {CCS '23}\r\n}\r\n```","description_withheld":null,"homepage":"https://zenodo.org/record/8298532","introduced_date":"2023-11-26","introduced_date_note":null,"introduced_by":{"paper":"/paper/watch-this-space-securing-satellite","title":"Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting","first_author":null,"url":null},"license":{"name":"Creative Commons Attribution Non Commercial 4.0 International","url":"https://creativecommons.org/licenses/by-nc/4.0/legalcode"},"modalities":[],"tasks":[],"languages":[],"variants":["SatIQ Model Weights"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}