{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T10:15:53Z","timestamp":1775470553390,"version":"3.50.1"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030268336","type":"print"},{"value":"9783030268343","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-26834-3_22","type":"book-chapter","created":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T19:05:29Z","timestamp":1565118329000},"page":"377-390","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["GRYPHON: Drone Forensics in Dataflash and Telemetry Logs"],"prefix":"10.1007","author":[{"given":"Evangelos","family":"Mantas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Constantinos","family":"Patsakis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,7,24]]},"reference":[{"key":"22_CR1","unstructured":"2018 drone market sector report (2018). http:\/\/droneanalyst.com\/research"},{"key":"22_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TSMC.2018.2850701","volume":"99","author":"A Abbaspour","year":"2018","unstructured":"Abbaspour, A., Yen, K.K., Forouzannezhad, P., Sargolzaei, A.: A neural adaptive approach for active fault-tolerant control design in UAV. IEEE Trans. Syst. Man Cybern. Syst. 99, 1\u201311 (2018)","journal-title":"IEEE Trans. Syst. Man Cybern. Syst."},{"key":"22_CR3","doi-asserted-by":"publisher","first-page":"193","DOI":"10.1016\/j.procs.2016.09.312","volume":"95","author":"A Abbaspour","year":"2016","unstructured":"Abbaspour, A., Yen, K.K., Noei, S., Sargolzaei, A.: Detection of fault data injection attack on UAV using adaptive neural network. Proc. Comput. Sci. 95, 193\u2013200 (2016)","journal-title":"Proc. Comput. Sci."},{"issue":"2","key":"22_CR4","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1145\/3001836","volume":"1","author":"R Altawy","year":"2017","unstructured":"Altawy, R., Youssef, A.M.: Security, privacy, and safety aspects of civilian drones: a survey. ACM Trans. Cyber-Phys. Syst. 1(2), 7 (2017)","journal-title":"ACM Trans. Cyber-Phys. Syst."},{"issue":"3","key":"22_CR5","first-page":"1","volume":"2","author":"P Alvarez","year":"2004","unstructured":"Alvarez, P.: Using extended file information (EXIF) file headers in digital evidence analysis. Int. J. Digit. Evid. 2(3), 1\u20135 (2004)","journal-title":"Int. J. Digit. Evid."},{"key":"22_CR6","series-title":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1007\/978-3-319-73697-6_6","volume-title":"Digital Forensics and Cyber Crime","author":"TEA Barton","year":"2018","unstructured":"Barton, T.E.A., Azhar, M.A.H.B.: Open source forensics for a multi-platform drone system. In: Matou\u0161ek, P., Schmiedecker, M. (eds.) ICDF2C 2017. LNICST, vol. 216, pp. 83\u201396. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-73697-6_6"},{"key":"22_CR7","doi-asserted-by":"crossref","unstructured":"Barton, T.E.A., Azhar, M.H.B.: Forensic analysis of popular UAV systems. In: 2017 Seventh International Conference on Emerging Security Technologies (EST), pp. 91\u201396. IEEE (2017)","DOI":"10.1109\/EST.2017.8090405"},{"issue":"1\u20134","key":"22_CR8","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1007\/s10846-015-0284-1","volume":"84","author":"Z Birnbaum","year":"2016","unstructured":"Birnbaum, Z., Dolgikh, A., Skormin, V., O\u2019Brien, E., Muller, D., Stracquodaine, C.: Unmanned aerial vehicle security using recursive parameter estimation. J. Intell. Robot. Syst. 84(1\u20134), 107\u2013120 (2016)","journal-title":"J. Intell. Robot. Syst."},{"key":"22_CR9","doi-asserted-by":"crossref","unstructured":"Bouafif, H., Kamoun, F., Iqbal, F., Marrington, A.: Drone forensics: challenges and new insights. In: 2018 9th IFIP International Conference on New Technologies, Mobility and Security (NTMS), pp. 1\u20136. IEEE (2018)","DOI":"10.1109\/NTMS.2018.8328747"},{"key":"22_CR10","doi-asserted-by":"publisher","first-page":"S3","DOI":"10.1016\/j.diin.2017.06.013","volume":"22","author":"DR Clark","year":"2017","unstructured":"Clark, D.R., Meffert, C., Baggili, I., Breitinger, F.: DROP (drone open source parser) your drone: forensic analysis of the DJI Phantom III. Digit. Invest. 22, S3\u2013S14 (2017)","journal-title":"Digit. Invest."},{"key":"22_CR11","doi-asserted-by":"crossref","unstructured":"Hartmann, K., Giles, K.: UAV exploitation: a new domain for cyber power. In: 2016 8th International Conference on Cyber Conflict (CyCon), pp. 205\u2013221. IEEE (2016)","DOI":"10.1109\/CYCON.2016.7529436"},{"key":"22_CR12","unstructured":"Hartmann, K., Steup, C.: The vulnerability of UAVs to cyber attacks-an approach to the risk assessment. In: 2013 5th International Conference on Cyber Conflict (CyCon), pp. 1\u201323. IEEE (2013)"},{"key":"22_CR13","doi-asserted-by":"crossref","unstructured":"Hooper, M., et al.: Securing commercial WiFi-based UAVs from common security attacks. In: MILCOM 2016\u20132016 IEEE Military Communications Conference, pp. 1213\u20131218. IEEE (2016)","DOI":"10.1109\/MILCOM.2016.7795496"},{"key":"22_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.diin.2015.11.002","volume":"16","author":"G Horsman","year":"2016","unstructured":"Horsman, G.: Unmanned aerial vehicles: a preliminary analysis of forensic challenges. Digit. Invest. 16, 1\u201311 (2016)","journal-title":"Digit. Invest."},{"key":"22_CR15","doi-asserted-by":"crossref","unstructured":"Jain, U., Rogers, M., Matson, E.T.: Drone forensic framework: sensor and data identification and verification. In: 2017 IEEE Sensors Applications Symposium (SAS), pp. 1\u20136. IEEE (2017)","DOI":"10.1109\/SAS.2017.7894059"},{"key":"22_CR16","doi-asserted-by":"crossref","unstructured":"Javaid, A.Y., Sun, W., Alam, M.: UAVSim: a simulation testbed for unmanned aerial vehicle network cyber security analysis. In: 2013 IEEE Globecom Workshops (GC Wkshps), pp. 1432\u20131436. IEEE (2013)","DOI":"10.1109\/GLOCOMW.2013.6825196"},{"key":"22_CR17","doi-asserted-by":"crossref","unstructured":"Kim, A., Wampler, B., Goppert, J., Hwang, I., Aldridge, H.: Cyber attack vulnerabilities analysis for unmanned aerial vehicles. In: Infotech@ Aerospace 2012, p. 2438 (2012)","DOI":"10.2514\/6.2012-2438"},{"key":"22_CR18","unstructured":"Kovar, D., Dominguez, G., Murphy, C.: UAV (aka drone) forensics. Slides of a talk given at SANS DFIR summit in Austin, TX July 7 (2015)"},{"key":"22_CR19","doi-asserted-by":"crossref","unstructured":"Pleban, J.S., Band, R., Creutzburg, R.: Hacking and securing the AR.Drone 2.0 quadcopter: investigations for improving the security of a toy. In: Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications 2014, vol. 9030, p. 90300L. International Society for Optics and Photonics (2014)","DOI":"10.1117\/12.2044868"},{"key":"22_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1007\/978-3-319-23820-3_15","volume-title":"Runtime Verification","author":"J Schumann","year":"2015","unstructured":"Schumann, J., Moosbrugger, P., Rozier, K.Y.: R2U2: monitoring and diagnosis of security threats for unmanned aerial systems. In: Bartocci, E., Majumdar, R. (eds.) RV 2015. LNCS, vol. 9333, pp. 233\u2013249. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-23820-3_15"},{"key":"22_CR21","doi-asserted-by":"crossref","unstructured":"Sedjelmaci, H., Senouci, S.M., Messous, M.A.: How to detect cyber-attacks in unmanned aerial vehicles network? In: 2016 IEEE Global Communications Conference (GLOBECOM), pp. 1\u20136. IEEE (2016)","DOI":"10.1109\/GLOCOM.2016.7841878"},{"issue":"1","key":"22_CR22","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1057\/s41284-017-0102-5","volume":"31","author":"A Solodov","year":"2018","unstructured":"Solodov, A., Williams, A., Al Hanaei, S., Goddard, B.: Analyzing the threat of unmanned aerial vehicles (UAV) to nuclear facilities. Secur. J. 31(1), 305\u2013324 (2018)","journal-title":"Secur. J."},{"key":"22_CR23","doi-asserted-by":"crossref","unstructured":"Valente, J., Cardenas, A.A.: Understanding security threats in consumer drones through the lens of the discovery quadcopter family. In: Proceedings of the 2017 Workshop on Internet of Things Security and Privacy, pp. 31\u201336. ACM (2017)","DOI":"10.1145\/3139937.3139943"},{"key":"22_CR24","doi-asserted-by":"crossref","unstructured":"Vattapparamban, E., G\u00fcven\u00e7, \u0130., Yurekli, A.\u0130., Akkaya, K., Ulua\u011fa\u00e7, S.: Drones for smart cities: Issues in cybersecurity, privacy, and public safety. In: 2016 International Wireless Communications and Mobile computing Conference (IWCMC), pp. 216\u2013221. IEEE (2016)","DOI":"10.1109\/IWCMC.2016.7577060"},{"key":"22_CR25","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1016\/j.future.2018.09.058","volume":"92","author":"I Yaqoob","year":"2019","unstructured":"Yaqoob, I., Hashem, I.A.T., Ahmed, A., Kazmi, S.A., Hong, C.S.: Internet of things forensics: recent advances, taxonomy, requirements, and open challenges. Future Gener. Comput. Syst. 92, 265\u2013275 (2019)","journal-title":"Future Gener. Comput. Syst."}],"container-title":["Lecture Notes in Computer Science","Advances in Information and Computer Security"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-26834-3_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,1,16]],"date-time":"2021-01-16T00:05:44Z","timestamp":1610755544000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-26834-3_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030268336","9783030268343"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-26834-3_22","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"24 July 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IWSEC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Tokyo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 August 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 August 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwsec2019a","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.iwsec.org\/2019\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"61","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"18","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"5","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"30% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3.9","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"5.6","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"https:\/\/www.iwsec.org\/2019\/","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}