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

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference contribution › Scientific › vertaisarvioitu

10 Sitaatiot (Scopus)

108 Lataukset (Pure)

Abstrakti

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%.

Alkuperäiskieli	Englanti
Otsikko	2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings
Kustantaja	IEEE
Sivumäärä	6
ISBN (elektroninen)	9781728182988
DOI - pysyväislinkit	https://doi.org/10.1109/GLOBECOM42002.2020.9348030
Tila	Julkaistu - jouluk. 2020
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisuussa
Tapahtuma	IEEE Global Communications Conference - Taipei, Taiwan Kesto: 7 jouluk. 2020 → 11 jouluk. 2020

Julkaisusarja

Nimi	IEEE Global Communications Conference
ISSN (painettu)	2334-0983
ISSN (elektroninen)	2576-6813

Conference

Conference	IEEE Global Communications Conference
Lyhennettä	GLOBECOM
Maa/Alue	Taiwan
Kaupunki	Taipei
Ajanjakso	07/12/2020 → 11/12/2020

Pääsy asiakirjaan

10.1109/GLOBECOM42002.2020.9348030

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

OpenUrl-saatavuus

Koko teksti

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
Projekti: EU: Framework programmes funding

Siteeraa tätä

@inproceedings{4e9cf22edc01404a91272a27ace9e24c,

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%.",

keywords = "UAV, GPS spoofing, RSS, Adaptive Trustable Residence Area (ATRA)",

author = "Yongchao Dang and Chafika Benzaid and Yulong Shen and Tarik Taleb",

note = "| openaire: EC/H2020/857031/EU//5G!Drones; IEEE Global Communications Conference, GLOBECOM ; Conference date: 07-12-2020 Through 11-12-2020",

year = "2020",

month = dec,

doi = "10.1109/GLOBECOM42002.2020.9348030",

language = "English",

series = "IEEE Global Communications Conference",

publisher = "IEEE",

booktitle = "2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings",

address = "United States",

}

Dang, Y, Benzaid, C, Shen, Y & Taleb, T 2020, GPS Spoofing Detector with Adaptive Trustable Residence Area for Cellular based-UAVs. julkaisussa 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings., 9348030, IEEE Global Communications Conference, IEEE, IEEE Global Communications Conference, Taipei, Taiwan, 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).

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference contribution › Scientific › vertaisarvioitu

TY - GEN

T1 - GPS Spoofing Detector with Adaptive Trustable Residence Area for Cellular based-UAVs

AU - Dang, Yongchao

AU - Benzaid, Chafika

AU - Shen, Yulong

AU - Taleb, Tarik

N1 - | openaire: EC/H2020/857031/EU//5G!Drones

PY - 2020/12

Y1 - 2020/12

N2 - 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%.

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%.

KW - UAV

KW - GPS spoofing

KW - RSS

KW - Adaptive Trustable Residence Area (ATRA)

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DO - 10.1109/GLOBECOM42002.2020.9348030

M3 - Conference contribution

T3 - IEEE Global Communications Conference

BT - 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings

PB - IEEE

T2 - IEEE Global Communications Conference

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

Abstrakti

Julkaisusarja

Conference

Pääsy asiakirjaan

OpenUrl-saatavuus

Sormenjälki

Projektit

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

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