In this paper, we implement an FL approach to estimate Reference Signal Received Power (RSRP) values using geographical location information of the user equipment. We propose a privacy-preserving mechanism using differential privacy to protect against privacy attacks and demonstrate the impacts and the privacy-utility trade-off via privacy accounting measures.
Full abstract in IEEEXplore DOI: 10.1109/GCWkshps52748.2021.9682084
Omer Haliloglu, Elif Ustundag Soykan, Abdulrahman Alabbasi – Ericsson Research
Published in proceedings of 2021 IEEE Globecom Workshops (GC Wkshps), Dec 7, 2021
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