Publication: CyberSpec: Behavioral Fingerprinting for Intelligent Attacks Detection on Crowdsensing Spectrum Sensors
CyberSpec: Behavioral Fingerprinting for Intelligent Attacks Detection on Crowdsensing Spectrum Sensors
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Celdran, A. H., Sánchez, P. M. S., Bovet, G., Pérez, G. M., & Stiller, B. (2024). CyberSpec: Behavioral Fingerprinting for Intelligent Attacks Detection on Crowdsensing Spectrum Sensors. IEEE Transactions on Dependable and Secure Computing, 21, 284–297. https://doi.org/10.1109/tdsc.2023.3252918
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Integrated sensing and communication is a novel paradigm using crowdsensing spectrum sensors to help with the management of spectrum scarcity. However, well-known vulnerabilities of resource-constrained spectrum sensors and the possibility of being manipulated by users with physical access complicate their protection against spectrum sensing data falsification (SSDF) attacks. Most recent literature suggests using behavioral fingerprinting and Machine/Deep Learning (ML/DL) for improving similar cybersecurity issues. Nevertheless, the a
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- Sánchez, Pedro Miguel Sánchez
- Bovet, Gérôme
- Pérez, Gregorio Martínez
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Celdran, A. H., Sánchez, P. M. S., Bovet, G., Pérez, G. M., & Stiller, B. (2024). CyberSpec: Behavioral Fingerprinting for Intelligent Attacks Detection on Crowdsensing Spectrum Sensors. IEEE Transactions on Dependable and Secure Computing, 21, 284–297. https://doi.org/10.1109/tdsc.2023.3252918