{"@context":{"@language":"en","@vocab":"https://schema.org/","citeAs":"cr:citeAs","column":"cr:column","conformsTo":"dct:conformsTo","cr":"http://mlcommons.org/croissant/","rai":"http://mlcommons.org/croissant/RAI/","data":{"@id":"cr:data","@type":"@json"},"dataType":{"@id":"cr:dataType","@type":"@vocab"},"dct":"http://purl.org/dc/terms/","examples":{"@id":"cr:examples","@type":"@json"},"extract":"cr:extract","field":"cr:field","fileProperty":"cr:fileProperty","fileObject":"cr:fileObject","fileSet":"cr:fileSet","format":"cr:format","includes":"cr:includes","isLiveDataset":"cr:isLiveDataset","jsonPath":"cr:jsonPath","key":"cr:key","md5":"cr:md5","parentField":"cr:parentField","path":"cr:path","recordSet":"cr:recordSet","references":"cr:references","regex":"cr:regex","repeated":"cr:repeated","replace":"cr:replace","sc":"https://schema.org/","separator":"cr:separator","source":"cr:source","subField":"cr:subField","transform":"cr:transform","wd":"https://www.wikidata.org/wiki/"},"@type":"sc:Dataset","conformsTo":"http://mlcommons.org/croissant/1.0","name":"Authentic and Modified ADS-B Flight Data of Major Philippine Domestic Routes","url":"https://doi.org/10.7910/DVN/68SXYK","creator":[{"@type":"Person","givenName":"Alexander","familyName":"Bañados","affiliation":{"@type":"Organization","name":"UPD-EEEI"},"name":"Bañados, Alexander"}],"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.","keywords":["Computer and Information Science","Engineering","Physics","Other","ADS-B","flight trajectory","aviation cybersecurity","anomaly detection","adversarial attacks","data poisoning","Philippine flights"],"license":"http://creativecommons.org/publicdomain/zero/1.0","datePublished":"2026-06-04","dateModified":"2026-06-05","includedInDataCatalog":{"@type":"DataCatalog","name":"Harvard Dataverse","url":"https://dataverse.harvard.edu"},"publisher":{"@type":"Organization","name":"Harvard Dataverse"},"version":"2.0","citeAs":"@data{DVN/68SXYK_2026,author = {Bañados, Alexander},publisher = {Harvard Dataverse},title = {Authentic and Modified ADS-B Flight Data of Major Philippine Domestic Routes},year = {2026},url = {https://doi.org/10.7910/DVN/68SXYK}}","distribution":[{"@type":"cr:FileObject","@id":"dataset.zip","name":"dataset.zip","encodingFormat":"application/zip","md5":"4e10c93ea0a880ff75a1ecac57dc8fbc","contentSize":"1093213553","description":"ADSB Philippines authentic and modified","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/13987046"},{"@type":"cr:FileObject","@id":"README-updated.md","name":"README-updated.md","encodingFormat":"text/x-markdown","md5":"813b47203195cd6d32aac23e06e80d1d","contentSize":"1278","description":"","contentUrl":"https://dataverse.harvard.edu/api/access/datafile/13988156"}]}