Dataset (Germany) for \"SatIQ: Extensible and Stable Satellite Authentication using Hardware Fingerprinting\"

This dataset contains supplementary data used in the paper “SatIQ: Extensible and Stable Satellite Authentication using Hardware Fingerprinting”. This work demonstrates the authentication of Iridium satellites using high sample rate message headers. Specifically, this is a labelled dataset of Iridium “ring alert” downlink messages, including message headers captured at 25MS/s. This dataset was collected in Germany, to supplement the primary data collection in the UK. Message metadata includes satellite and transmitter identifier, satellite position, timestamp, and estimated noise level. The dataset contains 145,000 messages. Data is stored in the TFRecord format for ease of use. Each file is labelled with the date of collection, followed by a sequential file counter. To match the paper, files ending with \"_0\" should be used for testing, and files ending with \"_1\" should be used for validation, with the rest used for training. The data collection and model code can be found at the following URL: https://github.com/ssloxford/SatIQ The preprint is available at the following URL: https://www.cs.ox.ac.uk/files/14805/main.pdf When using this data, please cite the following papers: “SatIQ: Extensible and Stable Satellite Authentication using Hardware Fingerprinting”, and “Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting”. The BibTeX entries are given below: [ SatIQ BibTeX to be provided shortly ] @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} } Weather data provided by Visual Crossing.

本数据集为论文《SatIQ：基于硬件指纹的可扩展稳定卫星认证》（SatIQ: Extensible and Stable Satellite Authentication using Hardware Fingerprinting）中所使用的补充数据。本研究通过高采样率消息头实现铱星（Iridium）的认证。具体而言，本数据集为标注版铱星"振铃告警"下行消息数据集，包含以25兆样本每秒（MS/s）采集的消息头数据。本数据集采集于德国，用于补充英国境内采集的原始数据集。消息元数据包含卫星与发射机标识符、卫星位置、时间戳以及估算噪声水平。本数据集共包含145000条消息。为便于使用，数据以TFRecord格式存储。每个文件以采集日期命名，后接连续的文件序号。为复现论文中的实验，以"_0"结尾的文件应用于测试集，以"_1"结尾的文件应用于验证集，其余文件则用于训练集。数据集采集与模型代码可通过以下链接获取：https://github.com/ssloxford/SatIQ。预印本可通过以下链接获取：https://www.cs.ox.ac.uk/files/14805/main.pdf。使用本数据集时，请引用以下两篇论文：《SatIQ：基于硬件指纹的可扩展稳定卫星认证》（SatIQ: Extensible and Stable Satellite Authentication using Hardware Fingerprinting）以及《留意这片空域：基于弹性发射机指纹的卫星通信安全防护》（Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting）。BibTeX引用条目如下：[SatIQ的BibTeX条目将稍后提供] @inproceedings{smailesWatch2023, author = {Smailes, Joshua and Köhler, Sebastian and Birnbach, Simon and Strohmeier, Martin and Martinovic, Ivan}, title = {{Watch This Space}: {Securing Satellite Communication through Resilient Transmitter Fingerprinting}}, year = {2023}, publisher = {美国计算机协会}, booktitle = {2023年ACM SIGSAC计算机与通信安全会议论文集}, location = {丹麦哥本哈根}, series = {CCS '23} }。气象数据由Visual Crossing提供。