Citing OpenSky Network

 If you create a publication (including web pages, papers published by a third party, and publicly available presentations) using data from the OpenSky Network data set, you should cite us as follows:

The OpenSky Network, https://opensky-network.org

or cite the original OpenSky paper

Matthias Schäfer, Martin Strohmeier, Vincent Lenders, Ivan Martinovic and Matthias Wilhelm.
"Bringing Up OpenSky: A Large-scale ADS-B Sensor Network for Research".
In Proceedings of the 13th IEEE/ACM International Symposium on Information Processing in Sensor Networks (IPSN), pages 83-94, April 2014.

Publications using the OpenSky Network

The following list contains publications from research using OpenSky Network data. The purpose of this list is to provide insights into past uses of OpenSky Network data.

  1. [Schaefer17a] Matthias Schäfer, Martin Strohmeier, Matthew Smith, Markus Fuchs, Vincent Lenders, Marc Liechti and Ivan Martinovic.
    OpenSky Report 2017: Mode S and ADS-B Usage of Military and other State Aircraft.
    In IEEE/AIAA 36th Digital Avionics Systems Conference.
    September 2017.
    URL BibTeX

    @inproceedings{Schaefer17a,
    	title = "OpenSky Report 2017: Mode S and ADS-B Usage of Military and other State Aircraft",
    	author = "Matthias Schäfer and Martin Strohmeier and Matthew Smith and Markus Fuchs and Vincent Lenders and Marc Liechti and Ivan Martinovic",
    	year = 2017,
    	month = "sep",
    	booktitle = "IEEE/AIAA 36th Digital Avionics Systems Conference",
    	series = "{DASC}",
    	url = "https://opensky-network.org/files/publications/dasc17.pdf"
    }
    
  2. [Strohmeier2017a] Martin Strohmeier, Matthew Smith, Matthias Schäfer, Vincent Lenders and Ivan Martinovic.
    Crowdsourcing Security for Wireless Air Traffic Communications.
    In Proceedings of the 9th International Conference on Cyber Conflict (CYCON).
    June 2017.
    URL BibTeX

    @inproceedings{Strohmeier2017a,
    	title = "Crowdsourcing Security for Wireless Air Traffic Communications",
    	author = "Strohmeier, Martin and Smith, Matthew and Schäfer, Matthias and Lenders, Vincent and Martinovic, Ivan",
    	year = 2017,
    	booktitle = "{Proceedings of the 9th International Conference on Cyber Conflict (CYCON)}",
    	month = "jun",
    	url = "http://www.cs.ox.ac.uk/files/9099/CyCon_2017_Strohmeier_Smith_Schaefer_Lenders_Martinovic.pdf",
    	organization = "IEEE"
    }
    
  3. [Strohmeier17] Martin Strohmeier.
    Large-scale Analysis of Aircraft Transponder Data.
    IEEE Aerospace and Electronic Systems Magazine 32(1):42-44,
    January 2017.
    URL BibTeX

    @article{Strohmeier17,
    	title = "{Large-scale Analysis of Aircraft Transponder Data}",
    	author = "Strohmeier, Martin",
    	year = 2017,
    	issn = "0885-8985",
    	journal = "IEEE Aerospace and Electronic Systems Magazine",
    	month = "jan",
    	number = 1,
    	pages = "42-44",
    	publisher = "IEEE",
    	url = "http://ieeexplore.ieee.org/document/7885340/",
    	volume = 32
    }
    
  4. [RenzWieland16] Alexander Renz-Wieland and Hugo Wallenburg.
    Airport quality: holding and go-arounds.
    Centrum Wiskunde & Informatica (CWI), Amsterdam,
    2016.
    PDF BibTeX

    @techreport{RenzWieland16,
    	author = "Alexander Renz-Wieland and Hugo Wallenburg",
    	title = "Airport quality: holding and go-arounds",
    	booktitle = "Large Scale Data Engineering Course (LSDE)",
    	year = 2016,
    	institution = "Centrum Wiskunde & Informatica (CWI), Amsterdam",
    	pdf = "http://event.cwi.nl/lsde/2016/group8.pdf"
    }
    
  5. [Schaefer16a] Matthias Schäfer, Patrick Leu, Vincent Lenders and Jens Schmitt.
    Secure Motion Verification using the Doppler Effect.
    In Proceedings of the 9th ACM Conference on Security & Privacy in Wireless and Mobile Networks.
    2016.
    PDF BibTeX

    @inproceedings{Schaefer16a,
    	author = "Schäfer, Matthias and Leu, Patrick and Lenders, Vincent and Schmitt, Jens",
    	title = "Secure Motion Verification using the Doppler Effect",
    	booktitle = "Proceedings of the 9th ACM Conference on Security & Privacy in Wireless and Mobile Networks",
    	series = "WiSec '16",
    	pdf = "https://opensky-network.org/files/publications/schaefer16a.pdf",
    	year = 2016
    }
    
  6. [Schaefer16b] Matthias Schäfer, Martin Strohmeier, Matthew Smith, Markus Fuchs, Rui Pinheiro, Vincent Lenders and Ivan Martinovic.
    OpenSky Report 2016: Facts and Figures on SSR Mode S and ADS-B Usage.
    In IEEE/AIAA 35th Digital Avionics Systems Conference.
    2016.
    URL BibTeX

    @inproceedings{Schaefer16b,
    	title = "OpenSky Report 2016: Facts and Figures on SSR Mode S and ADS-B Usage",
    	author = "Schäfer, Matthias and Strohmeier, Martin and Smith, Matthew and Fuchs, Markus and Pinheiro, Rui and Lenders, Vincent and Martinovic, Ivan",
    	year = 2016,
    	booktitle = "IEEE/AIAA 35th Digital Avionics Systems Conference",
    	series = "{DASC}",
    	url = "https://opensky-network.org/files/publications/dasc2016.pdf"
    }
    
  7. [Baker2016] Richard Baker and Ivan Martinovic.
    Secure Location Verification with a Mobile Receiver.
    In Proceedings of the 2nd ACM Workshop on Cyber-Physical Systems Security and Privacy.
    2016, 35–46.
    URL BibTeX

    @inproceedings{Baker2016,
    	title = "Secure Location Verification with a Mobile Receiver",
    	author = "Baker, Richard and Martinovic, Ivan",
    	booktitle = "Proceedings of the 2nd ACM Workshop on Cyber-Physical Systems Security and Privacy",
    	pages = "35--46",
    	year = 2016,
    	organization = "ACM",
    	url = "http://dl.acm.org/citation.cfm?id=2994497"
    }
    
  8. [DiBernardoSleiman16] Gabriele Di Bernardo and Sleiman Sleiman.
    Cause for Emergency.
    Centrum Wiskunde & Informatica (CWI), Amsterdam,
    2016.
    PDF BibTeX

    @techreport{DiBernardoSleiman16,
    	author = "Gabriele Di Bernardo and Sleiman Sleiman",
    	title = "Cause for Emergency",
    	booktitle = "Large Scale Data Engineering Course (LSDE)",
    	year = 2016,
    	institution = "Centrum Wiskunde & Informatica (CWI), Amsterdam",
    	pdf = "http://event.cwi.nl/lsde/2016/papers/group11.pdf"
    }
    
  9. [GankemaBecher16] Richard Gankema and Oliver Becher.
    Spatial Analysis of ADS-B Messages to Identify Rescue Helicopters Using Spark.
    Centrum Wiskunde & Informatica (CWI), Amsterdam,
    2016.
    PDF BibTeX

    @techreport{GankemaBecher16,
    	author = "Richard Gankema and Oliver Becher",
    	title = "Spatial Analysis of ADS-B Messages to Identify Rescue Helicopters Using Spark",
    	booktitle = "Large Scale Data Engineering Course (LSDE)",
    	year = 2016,
    	institution = "Centrum Wiskunde & Informatica (CWI), Amsterdam",
    	pdf = "http://event.cwi.nl/lsde/2016/papers/group09.pdf"
    }
    
  10. [SestiniDalBianco16] Filippo Sestini and Davide Dal Bianco.
    Flight clustering for route detection and CO2 emissions.
    Centrum Wiskunde & Informatica (CWI), Amsterdam,
    2016.
    PDF BibTeX

    @techreport{SestiniDalBianco16,
    	author = "Filippo Sestini and Davide Dal Bianco",
    	title = "Flight clustering for route detection and CO2 emissions",
    	booktitle = "Large Scale Data Engineering Course (LSDE)",
    	year = 2016,
    	institution = "Centrum Wiskunde & Informatica (CWI), Amsterdam",
    	pdf = "http://event.cwi.nl/lsde/2016/papers/group01.pdf"
    }
    
  11. [Moser16] Daniel Moser, Patrick Leu, Vincent Lenders, Aanjhan Ranganathan, Fabio Ricciato and Srdjan Capkun.
    Investigation of Multi-device Location Spoofing Attacks on Air Traffic Control and Possible Countermeasures.
    In ACM Conference on Mobile Computing and Networking.
    2016.
    URL BibTeX

    @inproceedings{Moser16,
    	title = "Investigation of Multi-device Location Spoofing Attacks on Air Traffic Control and Possible Countermeasures",
    	author = "Daniel Moser and Patrick Leu and Vincent Lenders and Aanjhan Ranganathan and Fabio Ricciato and Srdjan Capkun",
    	year = 2016,
    	booktitle = "ACM Conference on Mobile Computing and Networking",
    	series = "{MOBICOM}",
    	url = "http://lenders.ch/publications/conferences/mobicom16.pdf"
    }
    
  12. [Strohmeier] Martin Strohmeier.
    Security in Next Generation Air Traffic Communication Networks.
    University of Oxford

    2016.
    URL BibTeX

    @phdthesis{Strohmeier,
    	title = "Security in Next Generation Air Traffic Communication Networks",
    	author = "Strohmeier, Martin",
    	year = 2016,
    	school = "University of Oxford",
    	url = "http://www.cs.ox.ac.uk/files/8693/Strohmeier%20-%20Security%20in%20Next%20Generation%20Air%20Traffic%20Communication%20Networks.pdf"
    }
    
  13. [Strohmeier15c] Martin Strohmeier and Ivan Martinovic.
    On Passive Data Link Layer Fingerprinting of Aircraft Transponders.
    In Proceedings of the 1st ACM Workshop on Cyber-Physical Systems-Security and/or PrivaCy (CPS-SPC).
    October 2015.
    PDF BibTeX

    @inproceedings{Strohmeier15c,
    	author = "Strohmeier, Martin and Martinovic, Ivan",
    	title = "On Passive Data Link Layer Fingerprinting of Aircraft Transponders",
    	booktitle = "Proceedings of the 1st ACM Workshop on Cyber-Physical Systems-Security and/or PrivaCy (CPS-SPC)",
    	year = 2015,
    	month = "October",
    	pdf = "https://opensky-network.org/files/publications/cps-spc15.pdf"
    }
    
  14. [Strohmeier15b] Martin Strohmeier, Matthias Schäfer, Markus Fuchs, Vincent Lenders and Ivan Martinovic.
    OpenSky: A Swiss Army Knife for Air Traffic Security Research.
    In Proceedings of the 34th IEEE/AIAA Digital Avionics Systems Conference.
    September 2015.
    PDF BibTeX

    @inproceedings{Strohmeier15b,
    	author = "Martin Strohmeier and Matthias Schäfer and Markus Fuchs and Vincent Lenders and Ivan Martinovic",
    	title = "OpenSky: A Swiss Army Knife for Air Traffic Security Research",
    	year = 2015,
    	month = "September",
    	booktitle = "Proceedings of the 34th IEEE/AIAA Digital Avionics Systems Conference",
    	series = "{DASC}",
    	pdf = "https://opensky-network.org/files/publications/dasc2015.pdf"
    }
    
  15. [Schaefer15] Matthias Schäfer, Vincent Lenders and Jens B Schmitt.
    Secure Track Verification.
    In IEEE Symposium on Security and Privacy (S&P).
    May 2015.
    PDF BibTeX

    @inproceedings{Schaefer15,
    	author = "Matthias Schäfer and Vincent Lenders and Jens B. Schmitt",
    	title = "{Secure Track Verification}",
    	booktitle = "IEEE Symposium on Security and Privacy (S&P)",
    	series = "S&P '15",
    	year = 2015,
    	address = "San Jose, CA, USA",
    	month = "May",
    	pdf = "https://opensky-network.org/files/publications/sp15.pdf"
    }
    
  16. [Strohmeier15a] Martin Strohmeier, Vincent Lenders and Ivan Martinovic.
    Lightweight Location Verification in Air Traffic Surveillance Networks.
    In Proceedings of the Cyber-Physical System Security Workshop (CPSS).
    April 2015.
    PDF BibTeX

    @inproceedings{Strohmeier15a,
    	author = "Martin Strohmeier and Vincent Lenders and Ivan Martinovic",
    	title = "{Lightweight Location Verification in Air Traffic Surveillance Networks}",
    	booktitle = "Proceedings of the Cyber-Physical System Security Workshop (CPSS)",
    	series = "CPSS '15",
    	year = 2015,
    	address = "Singapure",
    	month = "April",
    	pdf = "https://opensky-network.org/files/publications/cpss15.pdf"
    }
    
  17. [Wandelt15] Sebastian Wandelt and Xiaoqian Sun.
    Efficient Compression of 4D-Trajectory Data in Air Traffic Management.
    IEEE Transactions on Intelligent Transportation Systems 16(2):844-853,
    April 2015.
    PDF BibTeX

    @article{Wandelt15,
    	author = "Wandelt, Sebastian and Sun, Xiaoqian",
    	journal = "IEEE Transactions on Intelligent Transportation Systems",
    	title = "Efficient Compression of 4D-Trajectory Data in Air Traffic Management",
    	year = 2015,
    	month = "April",
    	volume = 16,
    	number = 2,
    	pages = "844-853",
    	pdf = "http://www2.informatik.hu-berlin.de/~wandelt/ITS2014.pdf"
    }
    
  18. [Strohmeier14] Martin Strohmeier, Matthias Schäfer, Vincent Lenders and Ivan Martinovic.
    Realities and Challenges of NextGen Air Traffic Management: The Case of ADS-B.
    IEEE Communications Magazine 52(5):111-118,
    May 2014.
    PDF BibTeX

    @article{Strohmeier14,
    	author = "Strohmeier, Martin and Schäfer, Matthias and Lenders, Vincent and Martinovic, Ivan",
    	journal = "IEEE Communications Magazine",
    	title = "{Realities and Challenges of NextGen Air Traffic Management: The Case of ADS-B}",
    	year = 2014,
    	volume = 52,
    	number = 5,
    	pages = "111-118",
    	month = "May",
    	pdf = "https://opensky-network.org/files/publications/commag2014.pdf"
    }
    
  19. [Schaefer14b] Matthias Schäfer, Martin Strohmeier, Vincent Lenders, Ivan Martinovic and Matthias Wilhelm.
    Demonstration Abstract: OpenSky: A Large-scale ADS-B Sensor Network for Research.
    In Proceedings of the 13th International Symposium on Information Processing in Sensor Networks.
    April 2014, 313-314.
    PDF BibTeX

    @inproceedings{Schaefer14b,
    	author = "Schäfer, Matthias and Strohmeier, Martin and Lenders, Vincent and Martinovic, Ivan and Wilhelm, Matthias",
    	title = "{Demonstration Abstract: OpenSky: A Large-scale ADS-B Sensor Network for Research}",
    	booktitle = "Proceedings of the 13th International Symposium on Information Processing in Sensor Networks",
    	series = "IPSN '14",
    	year = 2014,
    	address = "Berlin, Germany",
    	pages = "313-314",
    	month = "April",
    	pdf = "https://opensky-network.org/files/publications/ipsn2014_demo.pdf"
    }
    
  20. [Schaefer14a] Matthias Schäfer, Martin Strohmeier, Vincent Lenders, Ivan Martinovic and Matthias Wilhelm.
    Bringing Up OpenSky: A Large-scale ADS-B Sensor Network for Research.
    In Proceedings of the 13th International Symposium on Information Processing in Sensor Networks.
    April 2014, 83-94.
    PDF BibTeX

    @inproceedings{Schaefer14a,
    	author = "Schäfer, Matthias and Strohmeier, Martin and Lenders, Vincent and Martinovic, Ivan and Wilhelm, Matthias",
    	title = "{Bringing Up OpenSky: A Large-scale ADS-B Sensor Network for Research}",
    	booktitle = "Proceedings of the 13th International Symposium on Information Processing in Sensor Networks",
    	series = "IPSN '14",
    	year = 2014,
    	address = "Berlin, Germany",
    	pages = "83-94",
    	month = "April",
    	pdf = "https://opensky-network.org/files/publications/ipsn2014.pdf"
    }