PrivKVM*: Revisiting key-value statistics estimation with local differential privacy

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Local differential privacy and its applications: A comprehensive survey

M Yang, T Guo, T Zhu, I Tjuawinata, J Zhao… - Computer Standards & …, 2024 - Elsevier
With the rapid development of low-cost consumer electronics and pervasive adoption of next
generation wireless communication technologies, a tremendous amount of data has been …
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Bounded and unbiased composite differential privacy

K Zhang, Y Zhang, R Sun, PW Tsai… - … IEEE Symposium on …, 2024 - ieeexplore.ieee.org
The objective of differential privacy (DP) is to protect privacy by producing an output
distribution that is indistinguishable between any two neighboring databases. However …
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DPSUR: accelerating differentially private stochastic gradient descent using selective update and release

J Fu, Q Ye, H Hu, Z Chen, L Wang, K Wang… - ar** preferences, website …
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