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

This dataset contains the 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. Message metadata includes satellite and transmitter identifier, satellite position, timestamp, and estimated noise level. The dataset contains 9,695,000 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.本数据集收录了论文《SatIQ：基于硬件指纹的可扩展稳定卫星认证》中使用的相关实验数据。本研究借助高采样率报文头部实现了铱星（Iridium）的身份认证。具体而言，本数据集为标注型铱星“振铃告警”下行报文数据集，包含以25MS/s（兆采样每秒）采集的报文头部数据。报文元数据涵盖卫星与发射机标识、卫星位置、时间戳以及估算噪声水平。本数据集总计包含9695000条报文。为便于使用，所有数据以TFRecord格式存储。每个数据文件以采集日期命名，其后跟随连续的文件序号。为复现论文实验，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。数据集采集代码与模型代码可通过以下链接获取：https://github.com/ssloxford/SatIQ。论文预印本可通过以下链接访问：https://www.cs.ox.ac.uk/files/14805/main.pdf。若使用本数据集，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》与《Watch This Space：基于弹性发射机指纹的卫星通信安全防护》。以下为对应的BibTeX格式参考文献条目：[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 = {Association for Computing Machinery}, booktitle = {Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security}, location = {Copenhagen, Denmark}, series = {CCS '23} } 本数据集所用天气数据由Visual Crossing提供。