Preserving Operation Frequency Privacy of Incumbents in CBRS
Citizens Broadband Radio Service (CBRS) is a novel service band in the United States, spanning 3550 – 3700 MHz, recently opened for commercial cognitive operations. The CBRS has a three tier hierarchical architecture, wherein, the topmost tier users (also called as incumbents) include mil...
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| Format: | Article |
| Language: | English |
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IEEE
2022-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9576726/ |
| _version_ | 1811234334514872320 |
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| author | Pranay Agarwal Abhinav Kumar Rie Shigetomi Yamaguchi |
| author_facet | Pranay Agarwal Abhinav Kumar Rie Shigetomi Yamaguchi |
| author_sort | Pranay Agarwal |
| collection | DOAJ |
| description | Citizens Broadband Radio Service (CBRS) is a novel service band in the United States, spanning 3550 – 3700 MHz, recently opened for commercial cognitive operations. The CBRS has a three tier hierarchical architecture, wherein, the topmost tier users (also called as incumbents) include military radars. The second and third tier facilitate licensed and unlicensed access to the band, respectively. The privacy of incumbents has been a major concern and different schemes have been proposed in the literature to preserve privacy of their location and operation time. However, the privacy of operation frequency of incumbents has not been suitably addressed. The operation frequency of incumbent is vulnerable to inference attacks from the adversary. For instance, an adversary can deduce the operation frequency of incumbent if a compromised device is asked to switch to another channel. Therefore, in this paper, we propose probabilistic usage of dummy incumbents on a channel and analyse the operation frequency privacy of incumbents for snapshot and time based models in the three tier CBRS system. The optimum dummy generation probability is obtained for the snapshot and time based models, varying capabilities of the adversary, and different system parameters. Finally, we verify the proposed results through simulations. |
| first_indexed | 2024-04-12T11:35:01Z |
| format | Article |
| id | doaj.art-0a585316d5f84397aa35fe52d7515e86 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-12T11:35:01Z |
| publishDate | 2022-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-0a585316d5f84397aa35fe52d7515e862022-12-22T03:34:51ZengIEEEIEEE Access2169-35362022-01-011011102211104110.1109/ACCESS.2021.31207189576726Preserving Operation Frequency Privacy of Incumbents in CBRSPranay Agarwal0https://orcid.org/0000-0003-4323-7051Abhinav Kumar1https://orcid.org/0000-0002-6468-7054Rie Shigetomi Yamaguchi2Department of Electrical Engineering, Indian Institute of Technology Hyderabad, Hyderabad, IndiaDepartment of Electrical Engineering, Indian Institute of Technology Hyderabad, Hyderabad, IndiaGraduate School of Information Science and Technology, The University of Tokyo, Tokyo, JapanCitizens Broadband Radio Service (CBRS) is a novel service band in the United States, spanning 3550 – 3700 MHz, recently opened for commercial cognitive operations. The CBRS has a three tier hierarchical architecture, wherein, the topmost tier users (also called as incumbents) include military radars. The second and third tier facilitate licensed and unlicensed access to the band, respectively. The privacy of incumbents has been a major concern and different schemes have been proposed in the literature to preserve privacy of their location and operation time. However, the privacy of operation frequency of incumbents has not been suitably addressed. The operation frequency of incumbent is vulnerable to inference attacks from the adversary. For instance, an adversary can deduce the operation frequency of incumbent if a compromised device is asked to switch to another channel. Therefore, in this paper, we propose probabilistic usage of dummy incumbents on a channel and analyse the operation frequency privacy of incumbents for snapshot and time based models in the three tier CBRS system. The optimum dummy generation probability is obtained for the snapshot and time based models, varying capabilities of the adversary, and different system parameters. Finally, we verify the proposed results through simulations.https://ieeexplore.ieee.org/document/9576726/Citizens broadband radio service (CBRS)military radarsoperation frequency privacypreemptive resume priority queuespectrum access system (SAS) |
| spellingShingle | Pranay Agarwal Abhinav Kumar Rie Shigetomi Yamaguchi Preserving Operation Frequency Privacy of Incumbents in CBRS IEEE Access Citizens broadband radio service (CBRS) military radars operation frequency privacy preemptive resume priority queue spectrum access system (SAS) |
| title | Preserving Operation Frequency Privacy of Incumbents in CBRS |
| title_full | Preserving Operation Frequency Privacy of Incumbents in CBRS |
| title_fullStr | Preserving Operation Frequency Privacy of Incumbents in CBRS |
| title_full_unstemmed | Preserving Operation Frequency Privacy of Incumbents in CBRS |
| title_short | Preserving Operation Frequency Privacy of Incumbents in CBRS |
| title_sort | preserving operation frequency privacy of incumbents in cbrs |
| topic | Citizens broadband radio service (CBRS) military radars operation frequency privacy preemptive resume priority queue spectrum access system (SAS) |
| url | https://ieeexplore.ieee.org/document/9576726/ |
| work_keys_str_mv | AT pranayagarwal preservingoperationfrequencyprivacyofincumbentsincbrs AT abhinavkumar preservingoperationfrequencyprivacyofincumbentsincbrs AT rieshigetomiyamaguchi preservingoperationfrequencyprivacyofincumbentsincbrs |