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Part 1: Document Description
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Citation |
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Title: |
Authentic and Modified ADS-B Flight Data of Major Philippine Domestic Routes |
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Identification Number: |
doi:10.7910/DVN/68SXYK |
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Distributor: |
Harvard Dataverse |
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Date of Distribution: |
2026-06-04 |
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Version: |
2 |
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Bibliographic Citation: |
Bañados, Alexander, 2026, "Authentic and Modified ADS-B Flight Data of Major Philippine Domestic Routes", https://doi.org/10.7910/DVN/68SXYK, Harvard Dataverse, V2 |
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Citation |
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Title: |
Authentic and Modified ADS-B Flight Data of Major Philippine Domestic Routes |
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Identification Number: |
doi:10.7910/DVN/68SXYK |
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Authoring Entity: |
Bañados, Alexander (UPD-EEEI) |
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Producer: |
Bañados, Alexander |
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Distributor: |
Harvard Dataverse |
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Access Authority: |
Bañados, Alexander |
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Depositor: |
Bañados, Alexander |
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Date of Deposit: |
2026-06-02 |
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Holdings Information: |
https://doi.org/10.7910/DVN/68SXYK |
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Study Scope |
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Keywords: |
Computer and Information Science, Engineering, Physics, Other, ADS-B, flight trajectory, aviation cybersecurity, anomaly detection, adversarial attacks, data poisoning, Philippine flights |
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Abstract: |
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. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Notes: |
<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a> |
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Other Study Description Materials |
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Label: |
dataset.zip |
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Text: |
ADSB Philippines authentic and modified |
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Notes: |
application/zip |
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Label: |
README-updated.md |
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Notes: |
text/x-markdown |