Anonymizing Motion Sensor Data Through Time-Frequency Domain

2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP)(2021)

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摘要
The recent development of Internet of Things (IoT) has democratized activity monitoring. Even if the data collected can be useful for healthcare, sharing this sensitive information exposes users to privacy threats and re-identification. This paper presents two approaches to anonymize the motion sensor data. The first is an extension of an earlier work based on filtering in the time-frequency plane...
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关键词
Time-frequency analysis,Filtering,Medical services,Machine learning,Activity recognition,Feature extraction,Motion detection
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