Privacy-Preserving Probabilistic Data Encoding for IoT Data Analysis.pdf (1.32 MB)
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posted on 2023-09-07, 16:36 authored by Zakia ZamanZakia Zaman, Wanli XueWanli Xue, Praveen Gauravaram, Wen Hu, Sanjay K. JhaIn 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.
Funding
Cyber Security Cooperative Research Centre (CSCRC) PhD scholarship
History
Email Address of Submitting Author
z.zaman@unsw.edu.auORCID of Submitting Author
0000-0001-5340-0815Submitting Author's Institution
UNSWSubmitting Author's Country
- Australia