A Survey on Wireless Security: Technical Challenges, Recent Advances and Future Trends
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Abstract (arXiv)
This paper examines the security vulnerabilities and threats imposed by the inherent open nature of wireless communications and to devise efficient defense mechanisms for improving the wireless network security. We first summarize the security requirements of wireless networks, including their authenticity, confidentiality, integrity and availability issues. Next, a comprehensive overview of security attacks encountered in wireless networks is presented in view of the network protocol architecture, where the potential security threats are discussed at each protocol layer. We also provide a survey of the existing security protocols and algorithms that are adopted in the existing wireless network standards, such as the Bluetooth, Wi-Fi, WiMAX, and the long-term evolution (LTE) systems. Then, we discuss the state-of-the-art in physical-layer security, which is an emerging technique of securing the open communications environment against eavesdropping attacks at the physical layer. We also introduce the family of various jamming attacks and their counter-measures, including the constant jammer, intermittent jammer, reactive jammer, adaptive jammer and intelligent jammer. Additionally, we discuss the integration of physical-layer security into existing authentication and cryptography mechanisms for further securing wireless networks. Finally, some technical challenges which remain unresolved at the time of writing are summarized and the future trends in wireless security are discussed.
Key facts. Cited by 16 papers in the map (data through 14 Oct 2026). First posted on arXiv 29 May 2015.
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Citing papers per year: 2021: 3; 2022: 2; 2023: 4; 2024: 1; 2025: 4; 2026: 2.
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- 2021Artificial Intelligence for Satellite Communication: A Reviewcited by 14
- 2023Semi-Supervised RF Fingerprinting with Consistency-Based Regularizationcited by 3
- 2021Internet-of-Things Devices and Assistive Technologies for Healthcare: Applications, Challenges, and Opportunitiescited by 2
- 2022Enabling Deep Learning-based Physical-layer Secret Key Generation for FDD-OFDM Systems in Multi-Environmentscited by 2
- 2025Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networkscited by 2
- 2025SafeCoop: Unravelling Full Stack Safety in Agentic Collaborative Drivingcited by 2
- 2022Optimal Privacy Preserving for Federated Learning in Mobile Edge Computingcited by 1
- 2023Open-Set RF Fingerprinting via Improved Prototype Learningcited by 1
- 2024Adversarial Network Optimization under Bandit Feedback: Maximizing Utility in Non-Stationary Multi-Hop Networkscited by 1
- 2025Exploiting Radio Frequency Fingerprints for Device Identification: Tackling Cross-receiver Challenges in the Source-data-free Scenariocited by 1
- 2021On the Use of CSI for the Generation of RF Fingerprints and Secret Keyscited by 0
- 2023Federated Radio Frequency Fingerprinting with Model Transfer and Adaptationcited by 0
4 more
- 2023Data-driven classification of low-power communication signals by an unauthenticated user using a software-defined radiocited by 0
- 2025Protocol-agnostic and Data-free Backdoor Attacks on Pre-trained Models in RF Fingerprintingcited by 0
- 2026Generalizable and Interpretable RF Fingerprinting with Shapelet-Enhanced Large Language Modelscited by 0
- 2026RF Spectrogram Anomaly Detection with Quantum Kitchen Sinks: Architecture, Representation, and Hardware Validationcited by 0
- 2026RF Spectrogram Anomaly Detection with Quantum Kitchen Sinks: Architecture, Representation, and Hardware Validation15 Jul 2026
- 2026Generalizable and Interpretable RF Fingerprinting with Shapelet-Enhanced Large Language Models3 Feb 2026
- 2025Exploiting Radio Frequency Fingerprints for Device Identification: Tackling Cross-receiver Challenges in the Source-data-free Scenario18 Dec 2025
- 2025SafeCoop: Unravelling Full Stack Safety in Agentic Collaborative Driving20 Oct 2025
- 2025Protocol-agnostic and Data-free Backdoor Attacks on Pre-trained Models in RF Fingerprinting1 May 2025
- 2025Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks28 Feb 2025
- 2024Adversarial Network Optimization under Bandit Feedback: Maximizing Utility in Non-Stationary Multi-Hop Networks29 Aug 2024
- 2023Data-driven classification of low-power communication signals by an unauthenticated user using a software-defined radio8 Sep 2023
- 2023Open-Set RF Fingerprinting via Improved Prototype Learning24 Jun 2023
- 2023Semi-Supervised RF Fingerprinting with Consistency-Based Regularization28 Apr 2023
- 2023Federated Radio Frequency Fingerprinting with Model Transfer and Adaptation22 Feb 2023
- 2022Optimal Privacy Preserving for Federated Learning in Mobile Edge Computing14 Nov 2022
4 more
- 2022Enabling Deep Learning-based Physical-layer Secret Key Generation for FDD-OFDM Systems in Multi-Environments6 Nov 2022
- 2021On the Use of CSI for the Generation of RF Fingerprints and Secret Keys28 Oct 2021
- 2021Internet-of-Things Devices and Assistive Technologies for Healthcare: Applications, Challenges, and Opportunities11 Jul 2021
- 2021Artificial Intelligence for Satellite Communication: A Review25 Jan 2021
- 2021Artificial Intelligence for Satellite Communication: A Reviewcited by 14
- 2023Semi-Supervised RF Fingerprinting with Consistency-Based Regularizationcited by 3
- 2021Internet-of-Things Devices and Assistive Technologies for Healthcare: Applications, Challenges, and Opportunitiescited by 2
- 2022Enabling Deep Learning-based Physical-layer Secret Key Generation for FDD-OFDM Systems in Multi-Environmentscited by 2
- 2025Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networkscited by 2
- 2022Optimal Privacy Preserving for Federated Learning in Mobile Edge Computingcited by 1
- 2023Open-Set RF Fingerprinting via Improved Prototype Learningcited by 1
- 2024Adversarial Network Optimization under Bandit Feedback: Maximizing Utility in Non-Stationary Multi-Hop Networkscited by 1
- 2025Exploiting Radio Frequency Fingerprints for Device Identification: Tackling Cross-receiver Challenges in the Source-data-free Scenariocited by 1
- 2021On the Use of CSI for the Generation of RF Fingerprints and Secret Keyscited by 0
- 2023Federated Radio Frequency Fingerprinting with Model Transfer and Adaptationcited by 0
- 2023Data-driven classification of low-power communication signals by an unauthenticated user using a software-defined radiocited by 0
12 most cited of 15 All 15 (JSON)
- 2026RF Spectrogram Anomaly Detection with Quantum Kitchen Sinks: Architecture, Representation, and Hardware Validation15 Jul 2026
- 2026Generalizable and Interpretable RF Fingerprinting with Shapelet-Enhanced Large Language Models3 Feb 2026
- 2025Exploiting Radio Frequency Fingerprints for Device Identification: Tackling Cross-receiver Challenges in the Source-data-free Scenario18 Dec 2025
- 2025Protocol-agnostic and Data-free Backdoor Attacks on Pre-trained Models in RF Fingerprinting1 May 2025
- 2025Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks28 Feb 2025
- 2024Adversarial Network Optimization under Bandit Feedback: Maximizing Utility in Non-Stationary Multi-Hop Networks29 Aug 2024
- 2023Data-driven classification of low-power communication signals by an unauthenticated user using a software-defined radio8 Sep 2023
- 2023Open-Set RF Fingerprinting via Improved Prototype Learning24 Jun 2023
- 2023Semi-Supervised RF Fingerprinting with Consistency-Based Regularization28 Apr 2023
- 2023Federated Radio Frequency Fingerprinting with Model Transfer and Adaptation22 Feb 2023
- 2022Optimal Privacy Preserving for Federated Learning in Mobile Edge Computing14 Nov 2022
- 2022Enabling Deep Learning-based Physical-layer Secret Key Generation for FDD-OFDM Systems in Multi-Environments6 Nov 2022
12 newest of 15 All 15 (JSON)