Authentic and Modified ADS-B Flight Data of Major Philippine Domestic Routes
Description
This dataset contains curated ADS-B flight trajectory data used for studying flight-route preprocessing, trajectory modification attacks, poisoning attacks, and machine-learning detection models. The dataset includes raw and processed flight CSV files for five Philippine route groups: Cebu (ceb), Davao (dvo), Iloilo (ilo), Malay/Caticlan (mph), and Puerto Princesa (pps). The dataset is organized into raw route folders, cleaned per-flight datasets, model-ready sequence-window datasets, and generated poison datasets. Each cleaned flight record includes trajectory and motion-related fields such as timestamp, latitude, longitude, altitude, speed, vertical speed, heading, elapsed time, route progress, positional displacement, acceleration, turn rate, and other derived features. The dataset supports four file-level classes: authentic flights, modified-altitude attacks, modified-speed attacks, and modified-position attacks. Poison datasets are also included for evaluating how trained detection models respond to adversarially generated flight trajectories. This dataset was prepared for research on ADS-B trajectory anomaly detection, adversarial attack generation, poisoning evaluation, and route-specific sequence classification (2026-06-04).
Files
Steps to reproduce
HOW TO GET OWN DATA (Authentic): To download CSV files from flightradar24.com, refer to LuisSevillano, “flightradar24-to-csv: Tiny tool to parse flightradar24 data to csv and geojson,” https://github.com/LuisSevillano/flightradar24-to-csv and https://www.youtube.com/watch?v=8HmZG8u3OgQ
Institutions
- University of the Philippines DilimanNational Capital Region, Quezon City