GPS Spoofing Detector with Adaptive Trustable Residence Area for Cellular based-UAVs

Yongchao Dang; Chafika Benzaid; Yulong Shen; Tarik Taleb

doi:10.1109/GLOBECOM42002.2020.9348030

GPS Spoofing Detector with Adaptive Trustable Residence Area for Cellular based-UAVs

Yongchao Dang, Chafika Benzaid, Yulong Shen, Tarik Taleb

Mobile Network Softwarization and Service Customization

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

10 Citations (Scopus)

111 Downloads (Pure)

Abstract

The envisioned key role of Unmanned Aerial Vehicles (UAVs) in assisting the upcoming mobile networks calls for addressing the challenge of their secure and safe integration in the airspace. The GPS spoofing is a prominent security threat of UAVs. In this paper, we propose a 5G-assisted UAV position monitoring and anti-GPS spoofing system that allows live detection of GPS spoofing by leveraging Uplink received signal strength (RSS) measurements to cross-check the position
validity. We introduce the Adaptive Trustable Residence Area (ATRA); a novel strategy to determine the trust area within which the UAV’s GPS position should be located in order to be considered as non-spoofed. The performance evaluation shows that the proposed solution can successfully detect spoofed GPS
positions with a rate of above 95%.

Original language	English
Title of host publication	2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings
Publisher	IEEE
Number of pages	6
ISBN (Electronic)	9781728182988
DOIs	https://doi.org/10.1109/GLOBECOM42002.2020.9348030
Publication status	Published - Dec 2020
MoE publication type	A4 Conference publication
Event	IEEE Global Communications Conference - Taipei, Taiwan, Republic of China Duration: 7 Dec 2020 → 11 Dec 2020

Publication series

Name	IEEE Global Communications Conference
ISSN (Print)	2334-0983
ISSN (Electronic)	2576-6813

Conference

Conference	IEEE Global Communications Conference
Abbreviated title	GLOBECOM
Country/Territory	Taiwan, Republic of China
City	Taipei
Period	07/12/2020 → 11/12/2020

Keywords

UAV
GPS spoofing
RSS
Adaptive Trustable Residence Area (ATRA)

Access to Document

10.1109/GLOBECOM42002.2020.9348030

GPS Spoofing Detector with Adaptive Trustable Residence Area for Cellular based-UAVsAccepted author manuscript, 543 KB

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Full text

5G!Drones: 5G for Drone-based Vertical Applications
Taleb, T., Abada, A., Shahbaztabar, D., Bekkouche, O., Manner, J., Dang, Y., Hireche, O., Rajasekaran, A., Hellaoui, H., Khennouche, H., Meles, M., Knuuttila, O. & Sehad, N.
01/06/2019 → 30/11/2022
Project: EU: Framework programmes funding

Cite this

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title = "GPS Spoofing Detector with Adaptive Trustable Residence Area for Cellular based-UAVs",

abstract = "The envisioned key role of Unmanned Aerial Vehicles (UAVs) in assisting the upcoming mobile networks calls for addressing the challenge of their secure and safe integration in the airspace. The GPS spoofing is a prominent security threat of UAVs. In this paper, we propose a 5G-assisted UAV position monitoring and anti-GPS spoofing system that allows live detection of GPS spoofing by leveraging Uplink received signal strength (RSS) measurements to cross-check the positionvalidity. We introduce the Adaptive Trustable Residence Area (ATRA); a novel strategy to determine the trust area within which the UAV{\textquoteright}s GPS position should be located in order to be considered as non-spoofed. The performance evaluation shows that the proposed solution can successfully detect spoofed GPSpositions with a rate of above 95%.",

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Dang, Y, Benzaid, C, Shen, Y & Taleb, T 2020, GPS Spoofing Detector with Adaptive Trustable Residence Area for Cellular based-UAVs. in 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings., 9348030, IEEE Global Communications Conference, IEEE, IEEE Global Communications Conference, Taipei, Taiwan, Republic of China, 07/12/2020. https://doi.org/10.1109/GLOBECOM42002.2020.9348030

GPS Spoofing Detector with Adaptive Trustable Residence Area for Cellular based-UAVs. / Dang, Yongchao; Benzaid, Chafika; Shen, Yulong et al.
2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings. IEEE, 2020. 9348030 (IEEE Global Communications Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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AB - The envisioned key role of Unmanned Aerial Vehicles (UAVs) in assisting the upcoming mobile networks calls for addressing the challenge of their secure and safe integration in the airspace. The GPS spoofing is a prominent security threat of UAVs. In this paper, we propose a 5G-assisted UAV position monitoring and anti-GPS spoofing system that allows live detection of GPS spoofing by leveraging Uplink received signal strength (RSS) measurements to cross-check the positionvalidity. We introduce the Adaptive Trustable Residence Area (ATRA); a novel strategy to determine the trust area within which the UAV’s GPS position should be located in order to be considered as non-spoofed. The performance evaluation shows that the proposed solution can successfully detect spoofed GPSpositions with a rate of above 95%.

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GPS Spoofing Detector with Adaptive Trustable Residence Area for Cellular based-UAVs

Abstract

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Keywords

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5G!Drones: 5G for Drone-based Vertical Applications

Cite this