gnss
Datasets
All datasets matching “gnss”gnss-jamming-spoofing-detection
GNSS Jamming & Spoofing Detection Dataset
A physics-informed synthetic dataset for detecting GPS/GNSS cyber-attacks
(Jamming and Spoofing) from satellite-signal features. Built for the
GNSS Guardian project — Introduction to Data Science final project.
Overview
14,850 samples across 450 scenarios × 33 time-steps each
3 balanced classes: Normal / Jamming / Spoofing (4,950 each)
26 columns: multi-constellation signal features + attack metadata + text descriptions… See the full description on the dataset page: https://huggingface.co/datasets/Omrilevi123/gnss-jamming-spoofing-detection.gnss-nmea-jammertest25
GNSS NMEA Jammertest 2025
Raw receiver telemetry collected during the Jammertest 2025 campaign, used in the paper "GNSS Jamming and Spoofing Detection Using NMEA Data" (ICL-GNSS 2026).
Companion code (preprocessing, feature engineering, model training/evaluation) is available at: https://github.com/simula/icl-gnss26
Data Collection
The data was collected over five days in September 2025 on Andøya Island, Norway, across three test sites. The experimental plan is… See the full description on the dataset page: https://huggingface.co/datasets/SimulaMet/gnss-nmea-jammertest25.gnsspos
Smartphone GNSS Positioning
Estimate a driving phone's WGS84 latitude and longitude at every requested epoch from the raw
multi-constellation GNSS measurements it logged, in post processing. Each trip is one phone on
one drive; training trips carry a surveyed reference track, test trips carry measurements only.
Contents
The data tree lives under data/, exactly as the benchmark environment presents it at
/app/gnsspos. Its own description is at data/README.md.
244… See the full description on the dataset page: https://huggingface.co/datasets/Emulated-Inc/gnsspos.HKisland_GNSS03_Dataset_from_MARS-LVIGGNSS_RTK_NMEA0183Contains samples on GNSS RTK data stored in NMEA 0183 format
gnss-guardian
GNSS Guardian: GPS Jamming and Spoofing Detection
A synthetic dataset for detecting GPS attacks (jamming and spoofing) from a phone's satellite signal. Built as the final project for Introduction to Data Science.
The goal is simple: detect when your GPS is being jammed or spoofed, so you can switch to a safe satellite system such as GLONASS instead of trusting a wrong position.
The data generation and EDA notebook is included in this repository.
Background
GPS is… See the full description on the dataset page: https://huggingface.co/datasets/Omrilevi123/gnss-guardian.