A blockchain-assisted lightweight UAV network authentication mechanism via covert communication
• We propose a blockchain-assisted UAV network authentication mechanism based on covert communication in the physical layer, where the identity information of UAVs can be transmitted as tags for authentication via covert communication. • We propose a wPBFT consensus protocol according to the reputation and channel state, where UAVs with good channel status and reputation values construct an authentication group to reach a consensus when receiving the authentication request with covert tags. • In order to clarify the proposed mechanism and better demonstrate the behavior and performance of the mechanism, we theoretically derive the closed form of the probability of authentication and false alarm for the proposed UAV network authentication mechanism. • Simulation and numerical results demonstrate that the proposed UAV network authentication mechanism has better robustness and security than benchmarks especially in the case of low SNR and short tag lengths. The increasing importance of terminal privacy in the Unmanned Aerial Vehicle (UAV) network has led to a growing recognition of the crucial role of authentication technology in UAV network security. However, traditional authentication approaches are vulnerable due to the transmission of identity information between UAVs and cryptographic paradigm management centers over a public channel. These vulnerabilities include brute-force attacks, single point of failure, and information leakage. Blockchain, as a decentralized distributed ledger with blockchain storage, tamper-proof, secure, and trustworthy features, can solve problems such as single-point-of-failure and trust issues, while the hidden communication in the physical layer can effectively resist information leakage and violent attacks. In this paper, we propose a lightweight UAV network authentication mechanism that leverages blockchain and covert communication, where the identity information is transmitted as covert tags carried by normal modulated signals. In addition, a weight-based Practical Byzantine Fault-Tolerant (wPBFT) consensus protocol is devised, where the weights are determined by the channel states of UAVs and the outcomes of past authentication scenarios. Simulation results demonstrate that the proposed mechanism outperforms traditional benchmarks in terms of security and robustness, particularly under conditions of low Signal-to-Noise Ratio (SNR) and short tag length.
Authors
- Zhen Mei (ORCID: https://orcid.org/0000-0002-9769-0604)
- Yumeng Shao (ORCID: https://orcid.org/0000-0003-4767-5526)
- Yuwen Qian (ORCID: https://orcid.org/0000-0001-9503-549X)
- Feng Shu (ORCID: https://orcid.org/0000-0003-0073-1965)
- Xiangwei Zhou (ORCID: https://orcid.org/0000-0002-3918-9555)
- Long Shi (ORCID: https://orcid.org/0000-0001-6124-5173)
- Huan Cai
Institutions
- Louisiana State University (US)
- Hainan University (CN)
- Nanjing University of Science and Technology (CN)
Publication Details
- Journal
- Chinese Journal of Aeronautics
- Published
- 2024-08-22
- DOI
- https://doi.org/10.1016/j.cja.2024.08.019
- Citations
- 4
- Primary Topic
- UAV Applications and Optimization
- Type
- article
- Field-Weighted Citation Impact
- 5.20