Partially cooperative scalable spectrum sensing in cognitive radio networks under SDF attacks

S Khaf, MT Alkhodary… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Massive Internet of Things (IoT) connectivity requires addressing spectrum congestion
caused by spectrum scarcity in wireless communications. Over the past decade, cognitive …

Semi-supervised learning-enabled two-stage framework for cooperative spectrum sensing against SSDF attack

Z Chen, J Wu, J Bao - 2022 IEEE Wireless Communications …, 2022 - ieeexplore.ieee.org
Cooperative spectrum sensing (CSS) has been considered as a powerful approach to
improve the utilization of scarce radio spectrum resources. However, spectrum sensing data …

Attack-aware defense strategy: A robust cooperative spectrum sensing in cognitive radio sensor networks

AA Sharifi - Iranian Journal of Science and Technology …, 2019 - Springer
Cognitive radio (CR) is a key enabling technology of dynamic spectrum access to achieve
better utilization of frequency spectrum. Cooperative spectrum sensing (CSS) exploits the …

A cooperative spectrum sensing with multi-agent reinforcement learning approach in cognitive radio networks

A Gao, C Du, SX Ng, W Liang - IEEE Communications Letters, 2021 - ieeexplore.ieee.org
Cognitive radio networks (CRNs) can greatly improve the temporal and spatial spectrum
utilization by identifying and exploring spectrum holes of the licensed primary users (PUs) …

Vulnerability and protection for distributed consensus-based spectrum sensing in cognitive radio networks

Q Yan, M Li, T Jiang, W Lou… - 2012 Proceedings IEEE …, 2012 - ieeexplore.ieee.org
Cooperative spectrum sensing is key to the success of cognitive radio networks. Recently,
fully distributed cooperative spectrum sensing has been proposed for its high performance …

A dynamic threshold strategy against SSDF attack for cooperative spectrum sensing in cognitive radio networks

L Wang, L Zhang, X Chen - 2015 International Conference on …, 2015 - ieeexplore.ieee.org
Cooperative spectrum sensing is an efficient way to improve the spectrum utilization in
cognitive radio networks (CRNs), while the system performance of such CRNs is often …

Joint spectrum sensing and spectrum access for defending massive SSDF attacks: A novel defense framework

Z Xu, Z Sun, L Guo, ZH Muhammad… - Chinese Journal of …, 2022 - Wiley Online Library
Multiple secondary users (SUs) perform collaborative spectrum sensing (CSS) in cognitive
radio networks to improve the sensing performance. However, this system severely …

Towards energy efficient cooperative spectrum sensing in cognitive radio networks

S Althunibat - 2014 - eprints-phd.biblio.unitn.it
Cognitive radio has been proposed as a promising technology to resolve the spectrum
scarcity problem by dynamically exploiting underutilized spectrum bands. Cognitive radio …

Secure cooperative spectrum sensing and allocation in distributed cognitive radio networks

H Lin, J Hu, C Huang, L Xu… - International Journal of …, 2015 - journals.sagepub.com
Cognitive radio networks (CRNs) are an emerging wireless communications technique for
resolving the significant spectrum scarcity problem. Despite their promising characteristics …

Throughput maximization of collaborative spectrum sensing under SSDF attacks

Z Xu, Z Sun, L Guo - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
In cognitive radio networks (CRNs), secondary users (SUs) can opportunistically access the
licensed bands through spectrum sensing while primary users (PUs) are inactive. While …