A Comparative Analysis of Supervised and Unsupervised Models for Detecting GPS Spoofing Attack on UAVs-Reference-Cited by-同舟云学术

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A Comparative Analysis of Supervised and Unsupervised Models for Detecting GPS Spoofing Attack on UAVs

Published:2022-05-19 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE International Conference on Electro Information Technology (eIT)
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Author:

Khoei T. Talaei¹,Gasimova A.¹,Ahajjam M. A.¹,Shamaileh K. Al²,Devabhaktuni V.³,Kaabouch N.¹

Affiliation:

1. University of North Dakota,School of Electrical Engineering and Computer Science,Grand Forks,ND,USA,58202

2. Purdue University Northwest,Electrical and Computer Engineering Department,Hammond,IN,USA,46323

3. The University of Maine,Electrical and Computer Engineering Department,Orono,ME,USA,04469

Funder

National Science Foundation

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9813697/9813750/09813826.pdf?arnumber=9813826

Reference15 articles.

1. Detecting Signal Spoofing Attack in UAVs Using Machine Learning Models

2. Use of Supervised Machine Learning for GNSS Signal Spoofing Detection with Validation on Real-World Meaconing and Spoofing Data—Part I

3. Instance-based Supervised Machine Learning Models for Detecting GPS Spoofing Attacks on UAS

4. A new family of power transformations to improve normality or symmetry

5. Machine Learning Techniques and Tools: A Survey

Cited by 14 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Machine learning approaches to intrusion detection in unmanned aerial vehicles (UAVs);Neural Computing and Applications;2024-08-23

2. Improving GNSS Reliability for Autonomous Vehicles by Detecting and Classifying Spoofing Attacks with Shallow Learning Models;2024 International Telecommunications Conference (ITC-Egypt);2024-07-22

3. Recent Advances on Jamming and Spoofing Detection in GNSS;Sensors;2024-06-28

4. A Comparative Assessment of Unsupervised Deep Learning Models for Detecting GPS Spoofing Attacks on Unmanned Aerial Systems;2024 Integrated Communications, Navigation and Surveillance Conference (ICNS);2024-04-23

5. Assessing supervised machine learning in detecting GPS spoofing attacks on UAV application use-cases;2024 27th Conference on Innovation in Clouds, Internet and Networks (ICIN);2024-03-11

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