Interference-Negligible Privacy-Preserved Shield for RF sensing

dc.contributor.authorYao, Yao
dc.contributor.authorLi, Yan
dc.contributor.authorZhu, Ting
dc.date.accessioned2023-06-12T13:06:26Z
dc.date.available2023-06-12T13:06:26Z
dc.date.issued2023-05-16
dc.description.abstractResearchers have demonstrated the feasibility of detecting human motion behind the wall with radio frequency (RF) sensing techniques. With these techniques, an eavesdropper can monitor people's behavior from outside of the room without the need to access the room. This introduces a severe privacy-leakage issue. To address this issue, we propose Aegis, an interference-negligible RF sensing shield that i) incapacitates the RF sensing of eavesdroppers that work on any WiFi frequency bands and at any unknown locations outside of the protected area; ii) has minimum interference to the on-going WiFi communication; and iii) preserves authorized RF sensing inside the private region. Our extensive evaluation shows that when Aegis is activated, the accuracy of legitimate sensing system only decreases by 0.08, while the accuracy of the illegitimate sensing system is as low as 0.04. Moreover, the on-going data communication throughput is even increased by 10MB/s on 2.4GHz WiFi band and 5MB/s on 5GHz WiFi band.en_US
dc.description.sponsorshipThis work is supported by NSF grants CNS-1652669 and CNS-1539047.en_US
dc.description.urihttps://ieeexplore.ieee.org/abstract/document/10125074en_US
dc.format.extent12 pagesen_US
dc.genrejournal articlesen_US
dc.genrepostprintsen_US
dc.identifierdoi:10.13016/m2lol1-jnm8
dc.identifier.citationY. Yao, Y. Li and T. Zhu, "Interference-Negligible Privacy-Preserved Shield for RF sensing," in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2023.3276930.en_US
dc.identifier.urihttps://doi.org/10.1109/TMC.2023.3276930
dc.identifier.urihttp://hdl.handle.net/11603/28157
dc.language.isoen_USen_US
dc.publisherIEEEen_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.relation.ispartofUMBC Faculty Collection
dc.relation.ispartofUMBC Student Collection
dc.rights© 2023 IEEE.  Personal use of this material is permitted.  Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en_US
dc.titleInterference-Negligible Privacy-Preserved Shield for RF sensingen_US
dc.typeTexten_US
dcterms.creatorhttps://orcid.org/0000-0002-0626-3587en_US

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