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Privacy-Preserving Probabilistic Data Encoding for IoT Data Analysis
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  • Zakia Zaman ,
  • Wanli Xue ,
  • Praveen Gauravaram ,
  • Wen Hu ,
  • Sanjay K. Jha
Zakia Zaman
UNSW

Corresponding Author:[email protected]

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Wanli Xue
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Praveen Gauravaram
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Sanjay K. Jha
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Abstract

In this research, we have proposed a novel differentially private Bloom Filter data encoding technique, that enables the use of the Deep Learning Algorithm for downstream analysis.
We have used public datasets to evaluate the proposed method.