DP-Authentication: A novel deep learning based drone pilot authentication scheme

Han, Liyao; Xun, Yijie; Li, Jiajia; Benslimane, Abderrahim; Zhang, Yanning

doi:10.1016/j.adhoc.2023.103180

Ad Hoc Networks

2023

DOI: 10.1016/j.adhoc.2023.103180

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DP-Authentication: A novel deep learning based drone pilot authentication scheme

Liyao Han¹,

Yijie Xun²,

Jiajia Li³

et al.

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Cited by 6 publications

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References 26 publications

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“…The network becomes more complex when third-party services are taken into account, and the IoUAV organization may face cyber risks. A large number of IoUAV applications keep an eye on cyber vulnerabilities to gather analysis [17]. The investigation began with the IoUAV cybersecurity evaluation.…”

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confidence: 99%

UAV-Based Secure Data Communication: Multilevel Authentication Perspective

Aljumah

2024

Sensors

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An Internet of Things (IoT) system for managing and coordinating unmanned aerial vehicles (UAVs) has revolutionized the industrial sector. The largest issue with the design of the Internet of UAVs (IoUAV) is security. Conspicuously, the novel contribution of the proposed work is to develop a layered authentication approach to facilitate safe IoUAV communication. Specifically, four modules, including the pre-deployment module, user registration module, login module, and authentication module, form the basis of security analysis. In the proposed technique, UAVs are added to the IoUAV registry. The next step is the user registration module, where people are registered with the UAV so they may access the information in real time. In the login module, the user connects with the server for data transmission. Finally, in the authentication module, all entities, including users, servers, and UAVs, are authenticated to ensure secure data communication. The proposed method achieves peak performance as compared to the state-of-the-art techniques in terms of statistical parameters of latency (3.255s), throughput (90.15%), and packet loss (8.854%).

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confidence: 99%

UAV-Based Secure Data Communication: Multilevel Authentication Perspective

Aljumah

2024

Sensors

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RF/WiFi-based UAV surveillance systems: A systematic literature review

Bisio,

Garibotto,

Haleem

et al. 2024

Internet of Things

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MTL-PIE: A multi-task learning based drone pilot identification and operation evaluation scheme

Han,

Zhong,

Zhang

2024

Vehicular Communications

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DP-Authentication: A novel deep learning based drone pilot authentication scheme

Cited by 6 publications

References 26 publications

UAV-Based Secure Data Communication: Multilevel Authentication Perspective

UAV-Based Secure Data Communication: Multilevel Authentication Perspective

RF/WiFi-based UAV surveillance systems: A systematic literature review

MTL-PIE: A multi-task learning based drone pilot identification and operation evaluation scheme

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